Isabel: Norway Loster 8c FU25 Males and Females.
Yolanda: Norway Loster FU2627 Males and Females.
Cristina: Small Spotted Catshark.
Margarita: Anchovy.
Paz: Pollack
Juan: Blackspot Seabream
Álex: Pouting
Los datos del ciclo vital recogidos de la literatura son:
\(L_{mat}^{LIT}\) = 25.0 mm. Machos, FU 16 (González Herraiz, 2011). Tomo de nuestro muestreo FU 16 y x FUs cercanas.
\(L_{inf}^{LIT}\) = 86.0 mm. Machos, FU 31 (Distribución de tallas, 2014).
\({M/k}^{LIT}\) = 1.9 (Prince et al., 2015).
wal <- read.csv("25_Males_w.csv", stringsAsFactors = FALSE)
head(wal)
## MeanLength X1982 X1983 X1984 X1985 X1986 X1987
## 1 19 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518
## 2 20 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757
## 3 21 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248
## 4 22 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448
## 5 23 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854
## 6 24 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999
## X1988 X1989 X1990 X1991 X1992 X1993 X1994
## 1 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518
## 2 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757
## 3 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248
## 4 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448
## 5 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854
## 6 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999
## X1995 X1996 X1997 X1998 X1999 X2000 X2001
## 1 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518
## 2 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757
## 3 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248
## 4 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448
## 5 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854
## 6 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999
## X2002 X2003 X2004 X2005 X2006 X2007 X2008
## 1 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518
## 2 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757
## 3 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248
## 4 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448
## 5 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854
## 6 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999
## X2009 X2010 X2011 X2012 X2013 X2014 X2015
## 1 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518 5.069518
## 2 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757 5.936757
## 3 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248 6.900248
## 4 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448 7.965448
## 5 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854 9.137854
## 6 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999 10.422999
## X2016 X2017 X2018 X2019
## 1 5.069518 5.069518 5.069518 5.069518
## 2 5.936757 5.936757 5.936757 5.936757
## 3 6.900248 6.900248 6.900248 6.900248
## 4 7.965448 7.965448 7.965448 7.965448
## 5 9.137854 9.137854 9.137854 9.137854
## 6 10.422999 10.422999 10.422999 10.422999
freq <- read.csv("25_Males.csv", stringsAsFactors = FALSE)
head(freq)
## MeanLength X1982 X1983 X1984 X1985 X1986 X1987 X1988 X1989 X1990 X1991 X1992
## 1 19 NA 8148 NA NA 5570 NA NA NA NA NA NA
## 2 20 1059 4154 NA 15621 0 NA NA NA NA NA NA
## 3 21 3886 273 NA 0 0 NA NA NA NA 1064 NA
## 4 22 4968 27978 NA 0 14601 440 NA NA NA 0 NA
## 5 23 17598 38825 9482 32234 26483 6506 3623 NA 1624 11625 NA
## 6 24 10263 136660 65080 50657 61017 3432 735 NA 2552 11935 12802
## X1993 X1994 X1995 X1996 X1997 X1998 X1999 X2000 X2001 X2002 X2003 X2004 X2005
## 1 4949 NA NA NA NA NA NA NA NA NA NA NA NA
## 2 34637 NA NA 438 NA NA 301 NA NA NA NA NA NA
## 3 49328 NA NA 822 NA NA 0 NA NA NA NA NA NA
## 4 29690 715 628 1558 3748 NA 344 NA NA NA NA 858 269
## 5 14845 5640 0 76 1125 358 0 286 NA 204 NA 375 467
## 6 75433 5303 651 14123 5902 366 2177 855 NA 756 77 936 776
## X2006 X2007 X2008 X2009 X2010 X2011 X2012 X2013 X2014 X2015 X2016 X2017 X2018
## 1 NA NA NA NA NA NA NA NA NA NA NA NA NA
## 2 NA NA NA NA NA NA NA NA NA NA NA NA NA
## 3 NA NA NA NA NA NA NA NA NA NA NA NA NA
## 4 122 527 NA NA NA NA NA NA NA NA NA NA NA
## 5 234 310 NA NA NA NA NA NA NA NA NA NA 16.70
## 6 238 294 90 NA NA NA NA NA NA NA NA NA 19.66
## X2019
## 1 NA
## 2 NA
## 3 NA
## 4 NA
## 5 NA
## 6 NA
bin_plot(freq, 1, "cm")
lb_tableSH(freq, 1, "mm", linf = 86.0 , lmat = 25.0 , mk_ratio = 1.90 ,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.22 |
1.30 |
0.57 |
0.00 |
0.70 |
0.88 |
|
1983 |
1.06 |
1.18 |
0.55 |
0.00 |
0.66 |
0.89 |
|
1984 |
1.14 |
1.22 |
0.57 |
0.00 |
0.67 |
0.87 |
|
1985 |
1.14 |
1.22 |
0.57 |
0.00 |
0.68 |
0.88 |
|
1986 |
1.22 |
1.26 |
0.55 |
0.00 |
0.69 |
0.87 |
|
1987 |
1.26 |
1.26 |
0.57 |
0.00 |
0.72 |
0.89 |
|
1988 |
1.30 |
1.34 |
0.57 |
0.00 |
0.72 |
0.87 |
|
1989 |
1.34 |
1.42 |
0.62 |
0.01 |
0.78 |
0.92 |
|
1990 |
1.22 |
1.30 |
0.59 |
0.00 |
0.70 |
0.88 |
|
1991 |
1.10 |
1.22 |
0.54 |
0.00 |
0.65 |
0.86 |
|
1992 |
1.26 |
1.30 |
0.56 |
0.00 |
0.71 |
0.87 |
|
1993 |
1.26 |
1.30 |
0.57 |
0.00 |
0.72 |
0.89 |
|
1994 |
1.18 |
1.26 |
0.57 |
0.00 |
0.70 |
0.89 |
|
1995 |
1.18 |
1.30 |
0.56 |
0.00 |
0.70 |
0.89 |
|
1996 |
1.22 |
1.30 |
0.60 |
0.01 |
0.71 |
0.89 |
|
1997 |
1.18 |
1.30 |
0.55 |
0.00 |
0.68 |
0.87 |
|
1998 |
1.34 |
1.38 |
0.60 |
0.00 |
0.76 |
0.90 |
|
1999 |
1.18 |
1.26 |
0.59 |
0.00 |
0.70 |
0.90 |
|
2000 |
1.26 |
1.34 |
0.62 |
0.01 |
0.72 |
0.88 |
|
2001 |
1.26 |
1.30 |
0.58 |
0.00 |
0.71 |
0.88 |
|
2002 |
1.26 |
1.34 |
0.65 |
0.01 |
0.74 |
0.91 |
|
2003 |
1.38 |
1.46 |
0.70 |
0.03 |
0.81 |
0.94 |
|
2004 |
1.26 |
1.38 |
0.72 |
0.03 |
0.78 |
0.96 |
|
2005 |
1.26 |
1.34 |
0.69 |
0.02 |
0.75 |
0.92 |
|
2006 |
1.30 |
1.38 |
0.76 |
0.04 |
0.78 |
0.94 |
|
2007 |
1.30 |
1.42 |
0.64 |
0.01 |
0.77 |
0.92 |
|
2008 |
1.42 |
1.50 |
0.73 |
0.04 |
0.84 |
0.97 |
|
2009 |
1.50 |
1.62 |
0.83 |
0.14 |
0.93 |
1.03 |
|
2010 |
1.34 |
1.46 |
0.71 |
0.04 |
0.83 |
0.98 |
|
2011 |
1.50 |
1.58 |
0.72 |
0.04 |
0.83 |
0.92 |
|
2012 |
1.58 |
1.58 |
0.67 |
0.02 |
0.88 |
0.94 |
|
2013 |
1.54 |
1.46 |
0.68 |
0.02 |
0.85 |
0.92 |
|
2014 |
1.38 |
1.42 |
0.69 |
0.02 |
0.78 |
0.91 |
|
2015 |
1.34 |
1.38 |
0.61 |
0.00 |
0.76 |
0.90 |
|
2016 |
1.38 |
1.42 |
0.60 |
0.00 |
0.75 |
0.88 |
|
2017 |
1.34 |
1.46 |
0.63 |
0.01 |
0.79 |
0.93 |
|
2018 |
1.46 |
1.50 |
0.68 |
0.02 |
0.82 |
0.92 |
|
2019 |
1.38 |
1.46 |
0.60 |
0.00 |
0.77 |
0.89 |
# Primero infraestimando (${M/k}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 1, "mm", linf=86.0, lmat=25.0, mk_ratio=0.75*1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.22 |
1.30 |
0.57 |
0.00 |
0.64 |
0.83 |
|
1983 |
1.06 |
1.18 |
0.55 |
0.00 |
0.59 |
0.82 |
|
1984 |
1.14 |
1.22 |
0.57 |
0.00 |
0.61 |
0.81 |
|
1985 |
1.14 |
1.22 |
0.57 |
0.00 |
0.61 |
0.82 |
|
1986 |
1.22 |
1.26 |
0.55 |
0.00 |
0.63 |
0.81 |
|
1987 |
1.26 |
1.26 |
0.57 |
0.00 |
0.65 |
0.83 |
|
1988 |
1.30 |
1.34 |
0.57 |
0.00 |
0.65 |
0.82 |
|
1989 |
1.34 |
1.42 |
0.62 |
0.00 |
0.70 |
0.87 |
|
1990 |
1.22 |
1.30 |
0.59 |
0.00 |
0.64 |
0.83 |
|
1991 |
1.10 |
1.22 |
0.54 |
0.00 |
0.59 |
0.80 |
|
1992 |
1.26 |
1.30 |
0.56 |
0.00 |
0.64 |
0.82 |
|
1993 |
1.26 |
1.30 |
0.57 |
0.00 |
0.65 |
0.83 |
|
1994 |
1.18 |
1.26 |
0.57 |
0.00 |
0.63 |
0.83 |
|
1995 |
1.18 |
1.30 |
0.56 |
0.00 |
0.63 |
0.83 |
|
1996 |
1.22 |
1.30 |
0.60 |
0.00 |
0.64 |
0.83 |
|
1997 |
1.18 |
1.30 |
0.55 |
0.00 |
0.62 |
0.81 |
|
1998 |
1.34 |
1.38 |
0.60 |
0.00 |
0.68 |
0.85 |
|
1999 |
1.18 |
1.26 |
0.59 |
0.00 |
0.63 |
0.84 |
|
2000 |
1.26 |
1.34 |
0.62 |
0.00 |
0.65 |
0.83 |
|
2001 |
1.26 |
1.30 |
0.58 |
0.00 |
0.64 |
0.82 |
|
2002 |
1.26 |
1.34 |
0.65 |
0.00 |
0.67 |
0.85 |
|
2003 |
1.38 |
1.46 |
0.70 |
0.01 |
0.73 |
0.89 |
|
2004 |
1.26 |
1.38 |
0.72 |
0.02 |
0.71 |
0.90 |
|
2005 |
1.26 |
1.34 |
0.69 |
0.01 |
0.68 |
0.87 |
|
2006 |
1.30 |
1.38 |
0.76 |
0.02 |
0.71 |
0.89 |
|
2007 |
1.30 |
1.42 |
0.64 |
0.00 |
0.69 |
0.87 |
|
2008 |
1.42 |
1.50 |
0.73 |
0.02 |
0.76 |
0.91 |
|
2009 |
1.50 |
1.62 |
0.83 |
0.07 |
0.84 |
0.98 |
|
2010 |
1.34 |
1.46 |
0.71 |
0.01 |
0.75 |
0.92 |
|
2011 |
1.50 |
1.58 |
0.72 |
0.02 |
0.75 |
0.88 |
|
2012 |
1.58 |
1.58 |
0.67 |
0.00 |
0.79 |
0.90 |
|
2013 |
1.54 |
1.46 |
0.68 |
0.00 |
0.77 |
0.88 |
|
2014 |
1.38 |
1.42 |
0.69 |
0.01 |
0.70 |
0.86 |
|
2015 |
1.34 |
1.38 |
0.61 |
0.00 |
0.69 |
0.85 |
|
2016 |
1.38 |
1.42 |
0.60 |
0.00 |
0.68 |
0.83 |
|
2017 |
1.34 |
1.46 |
0.63 |
0.00 |
0.71 |
0.88 |
|
2018 |
1.46 |
1.50 |
0.68 |
0.01 |
0.74 |
0.87 |
|
2019 |
1.38 |
1.46 |
0.60 |
0.00 |
0.69 |
0.84 |
# Segundo sobrestimando (${M/k}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 1, "mm", linf=86.0, lmat=25.0, mk_ratio=1.25*1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.22 |
1.30 |
0.57 |
0.01 |
0.77 |
0.92 |
|
1983 |
1.06 |
1.18 |
0.55 |
0.00 |
0.72 |
0.94 |
|
1984 |
1.14 |
1.22 |
0.57 |
0.01 |
0.74 |
0.92 |
|
1985 |
1.14 |
1.22 |
0.57 |
0.01 |
0.75 |
0.93 |
|
1986 |
1.22 |
1.26 |
0.55 |
0.00 |
0.76 |
0.91 |
|
1987 |
1.26 |
1.26 |
0.57 |
0.00 |
0.79 |
0.93 |
|
1988 |
1.30 |
1.34 |
0.57 |
0.01 |
0.80 |
0.91 |
|
1989 |
1.34 |
1.42 |
0.62 |
0.02 |
0.85 |
0.96 |
|
1990 |
1.22 |
1.30 |
0.59 |
0.01 |
0.77 |
0.92 |
|
1991 |
1.10 |
1.22 |
0.54 |
0.00 |
0.71 |
0.91 |
|
1992 |
1.26 |
1.30 |
0.56 |
0.00 |
0.78 |
0.91 |
|
1993 |
1.26 |
1.30 |
0.57 |
0.00 |
0.79 |
0.93 |
|
1994 |
1.18 |
1.26 |
0.57 |
0.01 |
0.77 |
0.94 |
|
1995 |
1.18 |
1.30 |
0.56 |
0.00 |
0.77 |
0.94 |
|
1996 |
1.22 |
1.30 |
0.60 |
0.01 |
0.78 |
0.93 |
|
1997 |
1.18 |
1.30 |
0.55 |
0.00 |
0.75 |
0.91 |
|
1998 |
1.34 |
1.38 |
0.60 |
0.01 |
0.83 |
0.94 |
|
1999 |
1.18 |
1.26 |
0.59 |
0.01 |
0.77 |
0.94 |
|
2000 |
1.26 |
1.34 |
0.62 |
0.02 |
0.79 |
0.92 |
|
2001 |
1.26 |
1.30 |
0.58 |
0.01 |
0.78 |
0.92 |
|
2002 |
1.26 |
1.34 |
0.65 |
0.03 |
0.81 |
0.95 |
|
2003 |
1.38 |
1.46 |
0.70 |
0.06 |
0.89 |
0.98 |
|
2004 |
1.26 |
1.38 |
0.72 |
0.06 |
0.86 |
1.01 |
|
2005 |
1.26 |
1.34 |
0.69 |
0.04 |
0.82 |
0.96 |
|
2006 |
1.30 |
1.38 |
0.76 |
0.07 |
0.86 |
0.98 |
|
2007 |
1.30 |
1.42 |
0.64 |
0.03 |
0.84 |
0.97 |
|
2008 |
1.42 |
1.50 |
0.73 |
0.10 |
0.93 |
1.00 |
|
2009 |
1.50 |
1.62 |
0.83 |
0.25 |
1.03 |
1.07 |
|
2010 |
1.34 |
1.46 |
0.71 |
0.10 |
0.91 |
1.02 |
|
2011 |
1.50 |
1.58 |
0.72 |
0.08 |
0.91 |
0.95 |
|
2012 |
1.58 |
1.58 |
0.67 |
0.06 |
0.96 |
0.97 |
|
2013 |
1.54 |
1.46 |
0.68 |
0.07 |
0.93 |
0.96 |
|
2014 |
1.38 |
1.42 |
0.69 |
0.04 |
0.86 |
0.95 |
|
2015 |
1.34 |
1.38 |
0.61 |
0.01 |
0.83 |
0.94 |
|
2016 |
1.38 |
1.42 |
0.60 |
0.01 |
0.83 |
0.91 |
|
2017 |
1.34 |
1.46 |
0.63 |
0.02 |
0.86 |
0.97 |
|
2018 |
1.46 |
1.50 |
0.68 |
0.06 |
0.90 |
0.96 |
|
2019 |
1.38 |
1.46 |
0.60 |
0.01 |
0.84 |
0.93 |
# Tercero usando el valor por defecto de 1.5.
lb_tableSH(freq, 1, "m", linf=86.0, lmat=25.0, mk_ratio=1.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.22 |
1.30 |
0.57 |
0.00 |
0.65 |
0.84 |
|
1983 |
1.06 |
1.18 |
0.55 |
0.00 |
0.60 |
0.83 |
|
1984 |
1.14 |
1.22 |
0.57 |
0.00 |
0.62 |
0.82 |
|
1985 |
1.14 |
1.22 |
0.57 |
0.00 |
0.62 |
0.83 |
|
1986 |
1.22 |
1.26 |
0.55 |
0.00 |
0.64 |
0.82 |
|
1987 |
1.26 |
1.26 |
0.57 |
0.00 |
0.66 |
0.84 |
|
1988 |
1.30 |
1.34 |
0.57 |
0.00 |
0.67 |
0.83 |
|
1989 |
1.34 |
1.42 |
0.62 |
0.00 |
0.71 |
0.88 |
|
1990 |
1.22 |
1.30 |
0.59 |
0.00 |
0.65 |
0.84 |
|
1991 |
1.10 |
1.22 |
0.54 |
0.00 |
0.60 |
0.81 |
|
1992 |
1.26 |
1.30 |
0.56 |
0.00 |
0.65 |
0.83 |
|
1993 |
1.26 |
1.30 |
0.57 |
0.00 |
0.66 |
0.84 |
|
1994 |
1.18 |
1.26 |
0.57 |
0.00 |
0.64 |
0.84 |
|
1995 |
1.18 |
1.30 |
0.56 |
0.00 |
0.64 |
0.84 |
|
1996 |
1.22 |
1.30 |
0.60 |
0.00 |
0.65 |
0.84 |
|
1997 |
1.18 |
1.30 |
0.55 |
0.00 |
0.63 |
0.82 |
|
1998 |
1.34 |
1.38 |
0.60 |
0.00 |
0.70 |
0.86 |
|
1999 |
1.18 |
1.26 |
0.59 |
0.00 |
0.64 |
0.85 |
|
2000 |
1.26 |
1.34 |
0.62 |
0.00 |
0.66 |
0.84 |
|
2001 |
1.26 |
1.30 |
0.58 |
0.00 |
0.66 |
0.83 |
|
2002 |
1.26 |
1.34 |
0.65 |
0.01 |
0.68 |
0.86 |
|
2003 |
1.38 |
1.46 |
0.70 |
0.01 |
0.74 |
0.90 |
|
2004 |
1.26 |
1.38 |
0.72 |
0.02 |
0.72 |
0.92 |
|
2005 |
1.26 |
1.34 |
0.69 |
0.01 |
0.69 |
0.88 |
|
2006 |
1.30 |
1.38 |
0.76 |
0.03 |
0.72 |
0.90 |
|
2007 |
1.30 |
1.42 |
0.64 |
0.00 |
0.70 |
0.88 |
|
2008 |
1.42 |
1.50 |
0.73 |
0.02 |
0.77 |
0.92 |
|
2009 |
1.50 |
1.62 |
0.83 |
0.08 |
0.86 |
0.99 |
|
2010 |
1.34 |
1.46 |
0.71 |
0.01 |
0.76 |
0.93 |
|
2011 |
1.50 |
1.58 |
0.72 |
0.02 |
0.76 |
0.88 |
|
2012 |
1.58 |
1.58 |
0.67 |
0.00 |
0.81 |
0.90 |
|
2013 |
1.54 |
1.46 |
0.68 |
0.00 |
0.78 |
0.89 |
|
2014 |
1.38 |
1.42 |
0.69 |
0.01 |
0.72 |
0.87 |
|
2015 |
1.34 |
1.38 |
0.61 |
0.00 |
0.70 |
0.86 |
|
2016 |
1.38 |
1.42 |
0.60 |
0.00 |
0.69 |
0.84 |
|
2017 |
1.34 |
1.46 |
0.63 |
0.00 |
0.72 |
0.89 |
|
2018 |
1.46 |
1.50 |
0.68 |
0.01 |
0.75 |
0.88 |
|
2019 |
1.38 |
1.46 |
0.60 |
0.00 |
0.70 |
0.85 |
# Primero infraestimando ($L_{inf}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 1, "mm", linf=0.75*86.0, lmat=25.0, mk_ratio=1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.22 |
1.30 |
0.76 |
0.10 |
0.94 |
0.99 |
|
1983 |
1.06 |
1.18 |
0.74 |
0.06 |
0.87 |
1.00 |
|
1984 |
1.14 |
1.22 |
0.76 |
0.09 |
0.89 |
0.98 |
|
1985 |
1.14 |
1.22 |
0.76 |
0.10 |
0.91 |
0.99 |
|
1986 |
1.22 |
1.26 |
0.73 |
0.07 |
0.93 |
0.97 |
|
1987 |
1.26 |
1.26 |
0.76 |
0.13 |
0.96 |
0.99 |
|
1988 |
1.30 |
1.34 |
0.75 |
0.10 |
0.97 |
0.97 |
|
1989 |
1.34 |
1.42 |
0.83 |
0.27 |
1.04 |
1.02 |
|
1990 |
1.22 |
1.30 |
0.79 |
0.11 |
0.94 |
0.99 |
|
1991 |
1.10 |
1.22 |
0.72 |
0.06 |
0.87 |
0.97 |
|
1992 |
1.26 |
1.30 |
0.75 |
0.10 |
0.95 |
0.98 |
|
1993 |
1.26 |
1.30 |
0.77 |
0.14 |
0.96 |
0.99 |
|
1994 |
1.18 |
1.26 |
0.77 |
0.09 |
0.93 |
1.00 |
|
1995 |
1.18 |
1.30 |
0.74 |
0.10 |
0.93 |
1.00 |
|
1996 |
1.22 |
1.30 |
0.80 |
0.11 |
0.94 |
0.99 |
|
1997 |
1.18 |
1.30 |
0.73 |
0.07 |
0.91 |
0.98 |
|
1998 |
1.34 |
1.38 |
0.80 |
0.20 |
1.01 |
1.00 |
|
1999 |
1.18 |
1.26 |
0.79 |
0.13 |
0.94 |
1.00 |
|
2000 |
1.26 |
1.34 |
0.83 |
0.13 |
0.96 |
0.99 |
|
2001 |
1.26 |
1.30 |
0.78 |
0.11 |
0.95 |
0.98 |
|
2002 |
1.26 |
1.34 |
0.87 |
0.20 |
0.98 |
1.01 |
|
2003 |
1.38 |
1.46 |
0.94 |
0.35 |
1.08 |
1.05 |
|
2004 |
1.26 |
1.38 |
0.96 |
0.28 |
1.05 |
1.08 |
|
2005 |
1.26 |
1.34 |
0.92 |
0.19 |
1.00 |
1.03 |
|
2006 |
1.30 |
1.38 |
1.01 |
0.24 |
1.04 |
1.05 |
|
2007 |
1.30 |
1.42 |
0.85 |
0.26 |
1.02 |
1.03 |
|
2008 |
1.42 |
1.50 |
0.97 |
0.41 |
1.12 |
1.07 |
|
2009 |
1.50 |
1.62 |
1.11 |
0.64 |
1.25 |
1.14 |
|
2010 |
1.34 |
1.46 |
0.95 |
0.43 |
1.10 |
1.09 |
|
2011 |
1.50 |
1.58 |
0.96 |
0.37 |
1.11 |
1.02 |
|
2012 |
1.58 |
1.58 |
0.89 |
0.50 |
1.17 |
1.03 |
|
2013 |
1.54 |
1.46 |
0.90 |
0.37 |
1.13 |
1.02 |
|
2014 |
1.38 |
1.42 |
0.92 |
0.25 |
1.04 |
1.01 |
|
2015 |
1.34 |
1.38 |
0.81 |
0.23 |
1.01 |
1.00 |
|
2016 |
1.38 |
1.42 |
0.81 |
0.17 |
1.00 |
0.97 |
|
2017 |
1.34 |
1.46 |
0.84 |
0.32 |
1.05 |
1.04 |
|
2018 |
1.46 |
1.50 |
0.90 |
0.34 |
1.09 |
1.02 |
|
2019 |
1.38 |
1.46 |
0.80 |
0.21 |
1.02 |
0.99 |
# Segundo sobrestimando ($L_{inf}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 1, "mm", linf=1.25*86.0, lmat=25.0, mk_ratio=1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.22 |
1.30 |
0.46 |
0.00 |
0.56 |
0.80 |
|
1983 |
1.06 |
1.18 |
0.44 |
0.00 |
0.52 |
0.80 |
|
1984 |
1.14 |
1.22 |
0.46 |
0.00 |
0.54 |
0.79 |
|
1985 |
1.14 |
1.22 |
0.46 |
0.00 |
0.54 |
0.80 |
|
1986 |
1.22 |
1.26 |
0.44 |
0.00 |
0.56 |
0.79 |
|
1987 |
1.26 |
1.26 |
0.46 |
0.00 |
0.58 |
0.80 |
|
1988 |
1.30 |
1.34 |
0.45 |
0.00 |
0.58 |
0.79 |
|
1989 |
1.34 |
1.42 |
0.50 |
0.00 |
0.62 |
0.84 |
|
1990 |
1.22 |
1.30 |
0.47 |
0.00 |
0.56 |
0.80 |
|
1991 |
1.10 |
1.22 |
0.43 |
0.00 |
0.52 |
0.78 |
|
1992 |
1.26 |
1.30 |
0.45 |
0.00 |
0.57 |
0.79 |
|
1993 |
1.26 |
1.30 |
0.46 |
0.00 |
0.58 |
0.81 |
|
1994 |
1.18 |
1.26 |
0.46 |
0.00 |
0.56 |
0.80 |
|
1995 |
1.18 |
1.30 |
0.44 |
0.00 |
0.56 |
0.80 |
|
1996 |
1.22 |
1.30 |
0.48 |
0.00 |
0.57 |
0.80 |
|
1997 |
1.18 |
1.30 |
0.44 |
0.00 |
0.55 |
0.79 |
|
1998 |
1.34 |
1.38 |
0.48 |
0.00 |
0.61 |
0.82 |
|
1999 |
1.18 |
1.26 |
0.47 |
0.00 |
0.56 |
0.81 |
|
2000 |
1.26 |
1.34 |
0.50 |
0.00 |
0.57 |
0.80 |
|
2001 |
1.26 |
1.30 |
0.47 |
0.00 |
0.57 |
0.79 |
|
2002 |
1.26 |
1.34 |
0.52 |
0.00 |
0.59 |
0.82 |
|
2003 |
1.38 |
1.46 |
0.56 |
0.00 |
0.65 |
0.86 |
|
2004 |
1.26 |
1.38 |
0.58 |
0.00 |
0.63 |
0.87 |
|
2005 |
1.26 |
1.34 |
0.55 |
0.00 |
0.60 |
0.84 |
|
2006 |
1.30 |
1.38 |
0.60 |
0.00 |
0.63 |
0.86 |
|
2007 |
1.30 |
1.42 |
0.51 |
0.00 |
0.61 |
0.84 |
|
2008 |
1.42 |
1.50 |
0.58 |
0.00 |
0.67 |
0.88 |
|
2009 |
1.50 |
1.62 |
0.67 |
0.02 |
0.75 |
0.95 |
|
2010 |
1.34 |
1.46 |
0.57 |
0.00 |
0.66 |
0.89 |
|
2011 |
1.50 |
1.58 |
0.58 |
0.00 |
0.67 |
0.84 |
|
2012 |
1.58 |
1.58 |
0.53 |
0.00 |
0.70 |
0.86 |
|
2013 |
1.54 |
1.46 |
0.54 |
0.00 |
0.68 |
0.84 |
|
2014 |
1.38 |
1.42 |
0.55 |
0.00 |
0.62 |
0.83 |
|
2015 |
1.34 |
1.38 |
0.49 |
0.00 |
0.61 |
0.82 |
|
2016 |
1.38 |
1.42 |
0.48 |
0.00 |
0.60 |
0.80 |
|
2017 |
1.34 |
1.46 |
0.50 |
0.00 |
0.63 |
0.85 |
|
2018 |
1.46 |
1.50 |
0.54 |
0.00 |
0.66 |
0.84 |
|
2019 |
1.38 |
1.46 |
0.48 |
0.00 |
0.61 |
0.81 |
| Años | 0.75* \({M/k}^{LIT}\) | 1.25* \({M/k}^{LIT}\) | 0.75*\(L_{inf}^{LIT}\) | 1.25*\(L_{inf}^{LIT}\) | M/k=1.5 |
|---|---|---|---|---|---|
| 2005 | Lmax 5 / Linf | ||||
| 2006 | Lmax 5 / Linf | ||||
| 2007 | Lmax 5 / Linf | ||||
| 2008 | [Lmean/Lopt] [Lmean/LF = M] | [Lmax 5 / Linf] [Pmega ] | |||
| 2009 | [Lmean/Lopt] [Lmean/LF = M] | Pmega | |||
| 2010 | [Lmean/Lopt] [Lmean/LF = M] | [Lmax 5 / Linf] [Pmega ] | |||
| 2011 | Lmean/Lopt | [Lmax 5 / Linf] [Pmega ] | |||
| 2012 | Lmean/Lopt | [Lmax 5 / Linf] [Pmega ] | |||
| 2013 | Lmean/Lopt | [Lmax 5 / Linf] [Pmega ] | |||
| 2014 | Lmax 5 / Linf | ||||
| 2015 | Lmax 5 / Linf | ||||
| 2016 | [Lmax 5 / Linf] [Lmean / LF = M] | ||||
| 2017 | [Lmax 5 / Linf] [Pmega] | ||||
| 2018 | [Lmax 5 / Linf] [Pmega] | ||||
| 2019 | Lmean/ LinfLF=M | [Lmax5 / Linf] [Lmean/Lopt] [Lmean/ LinfLF=M] | [Lmean/Lopt] [Lmean/ LinfLF=M] |
La cigala FU 25 females. Los datos del ciclo vital recogidos de la literatura son:
\(L_{mat}^{LIT}\) = 28.0 mm. Females (Fariña, 1996). Creo que tesis Celso.
\(L_{inf}^{LIT}\) = 71.0 mm. Females (Distribución de tallas, 2010).
\({M/k}^{LIT}\) = 1.9 (Prince, 2015).
wal <- read.csv("25_Females_w.csv", stringsAsFactors = FALSE)
freq <- read.csv("25_Females.csv", stringsAsFactors = FALSE)
bin_plot(freq, 1, "cm")
lb_tableSH(freq, 1, "mm", linf = 71.0 , lmat = 28.0 , mk_ratio = 1.90 ,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.05 |
1.09 |
0.66 |
0.01 |
0.81 |
0.93 |
|
1983 |
0.88 |
0.98 |
0.60 |
0.00 |
0.73 |
0.93 |
|
1984 |
1.02 |
1.02 |
0.61 |
0.00 |
0.76 |
0.88 |
|
1985 |
0.95 |
1.02 |
0.63 |
0.01 |
0.74 |
0.90 |
|
1986 |
0.98 |
1.05 |
0.64 |
0.01 |
0.78 |
0.93 |
|
1987 |
0.95 |
1.09 |
0.67 |
0.01 |
0.80 |
0.98 |
|
1988 |
1.05 |
1.12 |
0.67 |
0.01 |
0.82 |
0.93 |
|
1989 |
1.20 |
1.23 |
0.68 |
0.02 |
0.89 |
0.93 |
|
1990 |
1.05 |
1.12 |
0.67 |
0.02 |
0.84 |
0.96 |
|
1991 |
0.98 |
1.05 |
0.65 |
0.01 |
0.76 |
0.91 |
|
1992 |
1.05 |
1.12 |
0.61 |
0.00 |
0.80 |
0.91 |
|
1993 |
1.16 |
1.16 |
0.63 |
0.00 |
0.84 |
0.90 |
|
1994 |
0.98 |
1.09 |
0.61 |
0.00 |
0.79 |
0.94 |
|
1995 |
1.05 |
1.12 |
0.63 |
0.00 |
0.82 |
0.93 |
|
1996 |
1.05 |
1.09 |
0.66 |
0.01 |
0.81 |
0.92 |
|
1997 |
1.05 |
1.09 |
0.64 |
0.01 |
0.80 |
0.92 |
|
1998 |
1.05 |
1.20 |
0.67 |
0.02 |
0.85 |
0.97 |
|
1999 |
1.05 |
1.16 |
0.67 |
0.02 |
0.84 |
0.95 |
|
2000 |
1.12 |
1.16 |
0.66 |
0.01 |
0.84 |
0.92 |
|
2001 |
1.02 |
1.12 |
0.65 |
0.01 |
0.81 |
0.94 |
|
2002 |
1.12 |
1.20 |
0.66 |
0.02 |
0.85 |
0.93 |
|
2003 |
1.27 |
1.27 |
0.71 |
0.04 |
0.91 |
0.92 |
|
2004 |
1.12 |
1.16 |
0.70 |
0.03 |
0.87 |
0.95 |
|
2005 |
1.09 |
1.16 |
0.70 |
0.03 |
0.86 |
0.96 |
|
2006 |
1.09 |
1.16 |
0.71 |
0.04 |
0.86 |
0.96 |
|
2007 |
1.16 |
1.23 |
0.70 |
0.03 |
0.89 |
0.95 |
|
2008 |
1.23 |
1.27 |
0.74 |
0.08 |
0.94 |
0.97 |
|
2009 |
1.30 |
1.41 |
0.83 |
0.24 |
1.04 |
1.03 |
|
2010 |
1.16 |
1.23 |
0.79 |
0.13 |
0.94 |
1.01 |
|
2011 |
1.34 |
1.34 |
0.85 |
0.14 |
0.98 |
0.96 |
|
2012 |
1.23 |
1.23 |
0.82 |
0.12 |
0.96 |
0.99 |
|
2013 |
0.77 |
0.91 |
0.67 |
0.02 |
0.78 |
1.06 |
|
2014 |
1.20 |
1.23 |
0.77 |
0.08 |
0.91 |
0.96 |
|
2015 |
1.05 |
1.16 |
0.73 |
0.05 |
0.86 |
0.99 |
|
2016 |
1.23 |
1.23 |
0.68 |
0.02 |
0.87 |
0.90 |
|
2017 |
1.20 |
1.27 |
0.72 |
0.04 |
0.90 |
0.94 |
|
2018 |
1.27 |
1.30 |
0.73 |
0.05 |
0.94 |
0.96 |
|
2019 |
1.20 |
1.27 |
0.71 |
0.04 |
0.89 |
0.94 |
#Primero infraestimando (${M/k}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 1, "mm", linf=71.0, lmat=28.0, mk_ratio=0.75*1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.05 |
1.09 |
0.66 |
0.00 |
0.73 |
0.88 |
|
1983 |
0.88 |
0.98 |
0.60 |
0.00 |
0.66 |
0.87 |
|
1984 |
1.02 |
1.02 |
0.61 |
0.00 |
0.69 |
0.84 |
|
1985 |
0.95 |
1.02 |
0.63 |
0.00 |
0.67 |
0.85 |
|
1986 |
0.98 |
1.05 |
0.64 |
0.00 |
0.70 |
0.87 |
|
1987 |
0.95 |
1.09 |
0.67 |
0.00 |
0.73 |
0.92 |
|
1988 |
1.05 |
1.12 |
0.67 |
0.00 |
0.74 |
0.88 |
|
1989 |
1.20 |
1.23 |
0.68 |
0.00 |
0.80 |
0.89 |
|
1990 |
1.05 |
1.12 |
0.67 |
0.00 |
0.76 |
0.91 |
|
1991 |
0.98 |
1.05 |
0.65 |
0.00 |
0.69 |
0.86 |
|
1992 |
1.05 |
1.12 |
0.61 |
0.00 |
0.72 |
0.86 |
|
1993 |
1.16 |
1.16 |
0.63 |
0.00 |
0.76 |
0.86 |
|
1994 |
0.98 |
1.09 |
0.61 |
0.00 |
0.71 |
0.88 |
|
1995 |
1.05 |
1.12 |
0.63 |
0.00 |
0.74 |
0.88 |
|
1996 |
1.05 |
1.09 |
0.66 |
0.00 |
0.73 |
0.87 |
|
1997 |
1.05 |
1.09 |
0.64 |
0.00 |
0.73 |
0.87 |
|
1998 |
1.05 |
1.20 |
0.67 |
0.00 |
0.77 |
0.92 |
|
1999 |
1.05 |
1.16 |
0.67 |
0.00 |
0.75 |
0.90 |
|
2000 |
1.12 |
1.16 |
0.66 |
0.00 |
0.76 |
0.88 |
|
2001 |
1.02 |
1.12 |
0.65 |
0.00 |
0.73 |
0.89 |
|
2002 |
1.12 |
1.20 |
0.66 |
0.00 |
0.76 |
0.88 |
|
2003 |
1.27 |
1.27 |
0.71 |
0.01 |
0.82 |
0.89 |
|
2004 |
1.12 |
1.16 |
0.70 |
0.01 |
0.79 |
0.91 |
|
2005 |
1.09 |
1.16 |
0.70 |
0.01 |
0.78 |
0.91 |
|
2006 |
1.09 |
1.16 |
0.71 |
0.01 |
0.78 |
0.91 |
|
2007 |
1.16 |
1.23 |
0.70 |
0.01 |
0.80 |
0.91 |
|
2008 |
1.23 |
1.27 |
0.74 |
0.02 |
0.85 |
0.93 |
|
2009 |
1.30 |
1.41 |
0.83 |
0.10 |
0.94 |
0.99 |
|
2010 |
1.16 |
1.23 |
0.79 |
0.04 |
0.85 |
0.96 |
|
2011 |
1.34 |
1.34 |
0.85 |
0.08 |
0.89 |
0.92 |
|
2012 |
1.23 |
1.23 |
0.82 |
0.06 |
0.87 |
0.95 |
|
2013 |
0.77 |
0.91 |
0.67 |
0.00 |
0.70 |
0.98 |
|
2014 |
1.20 |
1.23 |
0.77 |
0.03 |
0.82 |
0.92 |
|
2015 |
1.05 |
1.16 |
0.73 |
0.02 |
0.78 |
0.93 |
|
2016 |
1.23 |
1.23 |
0.68 |
0.01 |
0.79 |
0.86 |
|
2017 |
1.20 |
1.27 |
0.72 |
0.01 |
0.81 |
0.90 |
|
2018 |
1.27 |
1.30 |
0.73 |
0.01 |
0.85 |
0.92 |
|
2019 |
1.20 |
1.27 |
0.71 |
0.00 |
0.81 |
0.90 |
# Segundo sobrestimando (${M/k}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 1, "mm", linf=71.0, lmat=28.0, mk_ratio=1.25*1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.05 |
1.09 |
0.66 |
0.04 |
0.89 |
0.96 |
|
1983 |
0.88 |
0.98 |
0.60 |
0.01 |
0.80 |
0.97 |
|
1984 |
1.02 |
1.02 |
0.61 |
0.02 |
0.83 |
0.92 |
|
1985 |
0.95 |
1.02 |
0.63 |
0.02 |
0.82 |
0.95 |
|
1986 |
0.98 |
1.05 |
0.64 |
0.02 |
0.86 |
0.97 |
|
1987 |
0.95 |
1.09 |
0.67 |
0.07 |
0.88 |
1.02 |
|
1988 |
1.05 |
1.12 |
0.67 |
0.07 |
0.90 |
0.97 |
|
1989 |
1.20 |
1.23 |
0.68 |
0.08 |
0.97 |
0.96 |
|
1990 |
1.05 |
1.12 |
0.67 |
0.08 |
0.93 |
1.00 |
|
1991 |
0.98 |
1.05 |
0.65 |
0.04 |
0.84 |
0.95 |
|
1992 |
1.05 |
1.12 |
0.61 |
0.01 |
0.87 |
0.94 |
|
1993 |
1.16 |
1.16 |
0.63 |
0.03 |
0.92 |
0.93 |
|
1994 |
0.98 |
1.09 |
0.61 |
0.02 |
0.86 |
0.98 |
|
1995 |
1.05 |
1.12 |
0.63 |
0.02 |
0.90 |
0.97 |
|
1996 |
1.05 |
1.09 |
0.66 |
0.04 |
0.88 |
0.95 |
|
1997 |
1.05 |
1.09 |
0.64 |
0.03 |
0.88 |
0.95 |
|
1998 |
1.05 |
1.20 |
0.67 |
0.08 |
0.93 |
1.01 |
|
1999 |
1.05 |
1.16 |
0.67 |
0.06 |
0.92 |
0.99 |
|
2000 |
1.12 |
1.16 |
0.66 |
0.05 |
0.93 |
0.96 |
|
2001 |
1.02 |
1.12 |
0.65 |
0.04 |
0.89 |
0.98 |
|
2002 |
1.12 |
1.20 |
0.66 |
0.06 |
0.93 |
0.96 |
|
2003 |
1.27 |
1.27 |
0.71 |
0.10 |
1.00 |
0.95 |
|
2004 |
1.12 |
1.16 |
0.70 |
0.09 |
0.96 |
0.99 |
|
2005 |
1.09 |
1.16 |
0.70 |
0.09 |
0.94 |
1.00 |
|
2006 |
1.09 |
1.16 |
0.71 |
0.10 |
0.94 |
1.00 |
|
2007 |
1.16 |
1.23 |
0.70 |
0.10 |
0.97 |
0.98 |
|
2008 |
1.23 |
1.27 |
0.74 |
0.19 |
1.03 |
1.00 |
|
2009 |
1.30 |
1.41 |
0.83 |
0.48 |
1.14 |
1.06 |
|
2010 |
1.16 |
1.23 |
0.79 |
0.26 |
1.03 |
1.04 |
|
2011 |
1.34 |
1.34 |
0.85 |
0.18 |
1.08 |
0.98 |
|
2012 |
1.23 |
1.23 |
0.82 |
0.20 |
1.05 |
1.02 |
|
2013 |
0.77 |
0.91 |
0.67 |
0.09 |
0.85 |
1.12 |
|
2014 |
1.20 |
1.23 |
0.77 |
0.16 |
1.00 |
0.99 |
|
2015 |
1.05 |
1.16 |
0.73 |
0.12 |
0.95 |
1.02 |
|
2016 |
1.23 |
1.23 |
0.68 |
0.05 |
0.96 |
0.93 |
|
2017 |
1.20 |
1.27 |
0.72 |
0.09 |
0.98 |
0.98 |
|
2018 |
1.27 |
1.30 |
0.73 |
0.18 |
1.04 |
0.99 |
|
2019 |
1.20 |
1.27 |
0.71 |
0.11 |
0.98 |
0.97 |
# Tercero usando el valor por defecto de 1.5.
lb_tableSH(freq, 1, "m", linf=71.0, lmat=28.0, mk_ratio=1.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.05 |
1.09 |
0.66 |
0.00 |
0.75 |
0.89 |
|
1983 |
0.88 |
0.98 |
0.60 |
0.00 |
0.67 |
0.88 |
|
1984 |
1.02 |
1.02 |
0.61 |
0.00 |
0.70 |
0.84 |
|
1985 |
0.95 |
1.02 |
0.63 |
0.00 |
0.68 |
0.86 |
|
1986 |
0.98 |
1.05 |
0.64 |
0.00 |
0.72 |
0.88 |
|
1987 |
0.95 |
1.09 |
0.67 |
0.01 |
0.74 |
0.93 |
|
1988 |
1.05 |
1.12 |
0.67 |
0.00 |
0.75 |
0.89 |
|
1989 |
1.20 |
1.23 |
0.68 |
0.00 |
0.81 |
0.90 |
|
1990 |
1.05 |
1.12 |
0.67 |
0.00 |
0.77 |
0.92 |
|
1991 |
0.98 |
1.05 |
0.65 |
0.00 |
0.70 |
0.87 |
|
1992 |
1.05 |
1.12 |
0.61 |
0.00 |
0.73 |
0.87 |
|
1993 |
1.16 |
1.16 |
0.63 |
0.00 |
0.77 |
0.87 |
|
1994 |
0.98 |
1.09 |
0.61 |
0.00 |
0.72 |
0.89 |
|
1995 |
1.05 |
1.12 |
0.63 |
0.00 |
0.75 |
0.89 |
|
1996 |
1.05 |
1.09 |
0.66 |
0.00 |
0.74 |
0.88 |
|
1997 |
1.05 |
1.09 |
0.64 |
0.00 |
0.74 |
0.88 |
|
1998 |
1.05 |
1.20 |
0.67 |
0.00 |
0.78 |
0.93 |
|
1999 |
1.05 |
1.16 |
0.67 |
0.00 |
0.77 |
0.91 |
|
2000 |
1.12 |
1.16 |
0.66 |
0.00 |
0.77 |
0.89 |
|
2001 |
1.02 |
1.12 |
0.65 |
0.00 |
0.74 |
0.90 |
|
2002 |
1.12 |
1.20 |
0.66 |
0.00 |
0.78 |
0.89 |
|
2003 |
1.27 |
1.27 |
0.71 |
0.01 |
0.84 |
0.89 |
|
2004 |
1.12 |
1.16 |
0.70 |
0.01 |
0.80 |
0.92 |
|
2005 |
1.09 |
1.16 |
0.70 |
0.01 |
0.79 |
0.92 |
|
2006 |
1.09 |
1.16 |
0.71 |
0.01 |
0.79 |
0.92 |
|
2007 |
1.16 |
1.23 |
0.70 |
0.01 |
0.81 |
0.92 |
|
2008 |
1.23 |
1.27 |
0.74 |
0.02 |
0.86 |
0.94 |
|
2009 |
1.30 |
1.41 |
0.83 |
0.13 |
0.95 |
1.00 |
|
2010 |
1.16 |
1.23 |
0.79 |
0.06 |
0.86 |
0.97 |
|
2011 |
1.34 |
1.34 |
0.85 |
0.09 |
0.90 |
0.93 |
|
2012 |
1.23 |
1.23 |
0.82 |
0.07 |
0.88 |
0.96 |
|
2013 |
0.77 |
0.91 |
0.67 |
0.00 |
0.71 |
1.00 |
|
2014 |
1.20 |
1.23 |
0.77 |
0.04 |
0.84 |
0.93 |
|
2015 |
1.05 |
1.16 |
0.73 |
0.02 |
0.79 |
0.94 |
|
2016 |
1.23 |
1.23 |
0.68 |
0.01 |
0.80 |
0.87 |
|
2017 |
1.20 |
1.27 |
0.72 |
0.02 |
0.82 |
0.91 |
|
2018 |
1.27 |
1.30 |
0.73 |
0.02 |
0.87 |
0.93 |
|
2019 |
1.20 |
1.27 |
0.71 |
0.01 |
0.82 |
0.91 |
# Primero infraestimando ($L_{inf}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 1, "mm", linf=0.75*71.0, lmat=28.0, mk_ratio=1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.05 |
1.09 |
0.87 |
0.31 |
1.08 |
1.02 |
|
1983 |
0.88 |
0.98 |
0.80 |
0.17 |
0.97 |
1.04 |
|
1984 |
1.02 |
1.02 |
0.82 |
0.15 |
1.01 |
0.98 |
|
1985 |
0.95 |
1.02 |
0.84 |
0.17 |
0.99 |
1.01 |
|
1986 |
0.98 |
1.05 |
0.85 |
0.25 |
1.04 |
1.03 |
|
1987 |
0.95 |
1.09 |
0.90 |
0.33 |
1.07 |
1.09 |
|
1988 |
1.05 |
1.12 |
0.89 |
0.35 |
1.09 |
1.03 |
|
1989 |
1.20 |
1.23 |
0.91 |
0.62 |
1.18 |
1.02 |
|
1990 |
1.05 |
1.12 |
0.90 |
0.44 |
1.12 |
1.06 |
|
1991 |
0.98 |
1.05 |
0.86 |
0.22 |
1.02 |
1.01 |
|
1992 |
1.05 |
1.12 |
0.82 |
0.29 |
1.06 |
1.00 |
|
1993 |
1.16 |
1.16 |
0.84 |
0.40 |
1.12 |
0.99 |
|
1994 |
0.98 |
1.09 |
0.82 |
0.29 |
1.05 |
1.04 |
|
1995 |
1.05 |
1.12 |
0.84 |
0.35 |
1.09 |
1.03 |
|
1996 |
1.05 |
1.09 |
0.88 |
0.28 |
1.07 |
1.02 |
|
1997 |
1.05 |
1.09 |
0.86 |
0.29 |
1.07 |
1.01 |
|
1998 |
1.05 |
1.20 |
0.90 |
0.52 |
1.13 |
1.07 |
|
1999 |
1.05 |
1.16 |
0.89 |
0.45 |
1.11 |
1.05 |
|
2000 |
1.12 |
1.16 |
0.87 |
0.41 |
1.12 |
1.02 |
|
2001 |
1.02 |
1.12 |
0.86 |
0.37 |
1.08 |
1.05 |
|
2002 |
1.12 |
1.20 |
0.89 |
0.44 |
1.13 |
1.02 |
|
2003 |
1.27 |
1.27 |
0.95 |
0.67 |
1.22 |
1.01 |
|
2004 |
1.12 |
1.16 |
0.94 |
0.51 |
1.16 |
1.05 |
|
2005 |
1.09 |
1.16 |
0.93 |
0.49 |
1.15 |
1.06 |
|
2006 |
1.09 |
1.16 |
0.95 |
0.49 |
1.15 |
1.06 |
|
2007 |
1.16 |
1.23 |
0.93 |
0.59 |
1.18 |
1.05 |
|
2008 |
1.23 |
1.27 |
0.99 |
0.73 |
1.25 |
1.06 |
|
2009 |
1.30 |
1.41 |
1.11 |
0.92 |
1.38 |
1.13 |
|
2010 |
1.16 |
1.23 |
1.05 |
0.63 |
1.25 |
1.11 |
|
2011 |
1.34 |
1.34 |
1.14 |
0.79 |
1.31 |
1.05 |
|
2012 |
1.23 |
1.23 |
1.10 |
0.64 |
1.28 |
1.09 |
|
2013 |
0.77 |
0.91 |
0.90 |
0.35 |
1.03 |
1.20 |
|
2014 |
1.20 |
1.23 |
1.02 |
0.63 |
1.22 |
1.06 |
|
2015 |
1.05 |
1.16 |
0.98 |
0.52 |
1.15 |
1.09 |
|
2016 |
1.23 |
1.23 |
0.91 |
0.51 |
1.16 |
0.99 |
|
2017 |
1.20 |
1.27 |
0.96 |
0.66 |
1.20 |
1.04 |
|
2018 |
1.27 |
1.30 |
0.97 |
0.80 |
1.26 |
1.05 |
|
2019 |
1.20 |
1.27 |
0.94 |
0.66 |
1.19 |
1.03 |
# Segundo sobrestimando ($L_{inf}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 1, "mm", linf=1.25*71.0, lmat=28.0, mk_ratio=1.9,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1982 |
1.05 |
1.09 |
0.52 |
0.00 |
0.65 |
0.84 |
|
1983 |
0.88 |
0.98 |
0.48 |
0.00 |
0.58 |
0.84 |
|
1984 |
1.02 |
1.02 |
0.49 |
0.00 |
0.61 |
0.80 |
|
1985 |
0.95 |
1.02 |
0.51 |
0.00 |
0.60 |
0.82 |
|
1986 |
0.98 |
1.05 |
0.51 |
0.00 |
0.62 |
0.84 |
|
1987 |
0.95 |
1.09 |
0.54 |
0.00 |
0.64 |
0.89 |
|
1988 |
1.05 |
1.12 |
0.54 |
0.00 |
0.66 |
0.85 |
|
1989 |
1.20 |
1.23 |
0.55 |
0.00 |
0.71 |
0.86 |
|
1990 |
1.05 |
1.12 |
0.54 |
0.00 |
0.67 |
0.88 |
|
1991 |
0.98 |
1.05 |
0.52 |
0.00 |
0.61 |
0.83 |
|
1992 |
1.05 |
1.12 |
0.49 |
0.00 |
0.64 |
0.83 |
|
1993 |
1.16 |
1.16 |
0.50 |
0.00 |
0.67 |
0.83 |
|
1994 |
0.98 |
1.09 |
0.49 |
0.00 |
0.63 |
0.85 |
|
1995 |
1.05 |
1.12 |
0.50 |
0.00 |
0.65 |
0.85 |
|
1996 |
1.05 |
1.09 |
0.53 |
0.00 |
0.64 |
0.84 |
|
1997 |
1.05 |
1.09 |
0.52 |
0.00 |
0.64 |
0.83 |
|
1998 |
1.05 |
1.20 |
0.54 |
0.00 |
0.68 |
0.88 |
|
1999 |
1.05 |
1.16 |
0.53 |
0.00 |
0.67 |
0.87 |
|
2000 |
1.12 |
1.16 |
0.52 |
0.00 |
0.67 |
0.84 |
|
2001 |
1.02 |
1.12 |
0.52 |
0.00 |
0.65 |
0.86 |
|
2002 |
1.12 |
1.20 |
0.53 |
0.00 |
0.68 |
0.85 |
|
2003 |
1.27 |
1.27 |
0.57 |
0.00 |
0.73 |
0.85 |
|
2004 |
1.12 |
1.16 |
0.56 |
0.00 |
0.70 |
0.87 |
|
2005 |
1.09 |
1.16 |
0.56 |
0.00 |
0.69 |
0.88 |
|
2006 |
1.09 |
1.16 |
0.57 |
0.00 |
0.69 |
0.88 |
|
2007 |
1.16 |
1.23 |
0.56 |
0.00 |
0.71 |
0.87 |
|
2008 |
1.23 |
1.27 |
0.60 |
0.00 |
0.75 |
0.89 |
|
2009 |
1.30 |
1.41 |
0.66 |
0.01 |
0.83 |
0.95 |
|
2010 |
1.16 |
1.23 |
0.63 |
0.01 |
0.75 |
0.92 |
|
2011 |
1.34 |
1.34 |
0.68 |
0.03 |
0.79 |
0.89 |
|
2012 |
1.23 |
1.23 |
0.66 |
0.03 |
0.77 |
0.91 |
|
2013 |
0.77 |
0.91 |
0.54 |
0.00 |
0.62 |
0.95 |
|
2014 |
1.20 |
1.23 |
0.61 |
0.01 |
0.73 |
0.88 |
|
2015 |
1.05 |
1.16 |
0.59 |
0.00 |
0.69 |
0.90 |
|
2016 |
1.23 |
1.23 |
0.55 |
0.00 |
0.70 |
0.83 |
|
2017 |
1.20 |
1.27 |
0.58 |
0.00 |
0.72 |
0.87 |
|
2018 |
1.27 |
1.30 |
0.58 |
0.00 |
0.76 |
0.88 |
|
2019 |
1.20 |
1.27 |
0.57 |
0.00 |
0.72 |
0.86 |
Los datos del ciclo vital de Nephrops FU2627 recogidos de la literatura son:
\(L_{mat}^{LIT}\) = 28 mm. Males in FU29 (ICES, 2006).
\(L_{inf}^{LIT}\) = 80 mm. Males FU2627 (Fernández, et al., 1986).
\({M/k}^{LIT}\) =0.2/0150=2 (k 0.150 year-1 y M=0.2 (Fernández, et al., 1986 & Morizur,Y. 1982).
wal <- read.csv("FU2627_PesosMales_1988_2019_medio.csv", stringsAsFactors = FALSE)
freq <- read.csv("FU2627_tallasMales_1988_2019.csv", stringsAsFactors = FALSE)
bin_plot(freq, 1, "cm")
lb_tableSH(freq, 2, "mm", linf=80, lmat=28, mk_ratio=2,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.11 |
0.60 |
0.01 |
0.73 |
0.89 |
|
1989 |
0.75 |
0.82 |
0.61 |
0.01 |
0.63 |
0.92 |
|
1990 |
0.68 |
0.75 |
0.52 |
0.00 |
0.53 |
0.82 |
|
1991 |
0.82 |
0.96 |
0.57 |
0.00 |
0.65 |
0.90 |
|
1992 |
0.96 |
1.04 |
0.64 |
0.01 |
0.75 |
0.96 |
|
1993 |
0.96 |
1.04 |
0.62 |
0.01 |
0.71 |
0.91 |
|
1994 |
1.04 |
1.11 |
0.67 |
0.02 |
0.76 |
0.93 |
|
1995 |
0.96 |
1.04 |
0.57 |
0.00 |
0.69 |
0.88 |
|
1996 |
0.89 |
0.89 |
0.60 |
0.01 |
0.66 |
0.89 |
|
1997 |
0.96 |
1.11 |
0.63 |
0.02 |
0.75 |
0.96 |
|
1998 |
1.11 |
1.18 |
0.66 |
0.02 |
0.80 |
0.94 |
|
1999 |
1.11 |
1.18 |
0.65 |
0.02 |
0.79 |
0.93 |
|
2000 |
0.75 |
0.96 |
0.72 |
0.03 |
0.72 |
1.05 |
|
2001 |
0.82 |
0.82 |
0.63 |
0.02 |
0.63 |
0.88 |
|
2002 |
1.11 |
1.11 |
0.74 |
0.05 |
0.82 |
0.97 |
|
2003 |
1.04 |
1.11 |
0.78 |
0.07 |
0.83 |
1.01 |
|
2004 |
1.18 |
1.25 |
0.78 |
0.07 |
0.87 |
0.99 |
|
2005 |
1.04 |
1.25 |
0.86 |
0.15 |
0.89 |
1.09 |
|
2006 |
1.18 |
1.25 |
0.83 |
0.10 |
0.88 |
1.00 |
|
2007 |
1.18 |
1.32 |
0.80 |
0.10 |
0.89 |
1.01 |
|
2008 |
1.11 |
1.25 |
0.83 |
0.17 |
0.91 |
1.07 |
|
2009 |
1.11 |
1.32 |
0.86 |
0.27 |
0.95 |
1.11 |
|
2010 |
1.32 |
1.54 |
0.90 |
0.45 |
1.08 |
1.14 |
|
2011 |
1.39 |
1.39 |
0.90 |
0.28 |
1.04 |
1.06 |
|
2012 |
1.32 |
1.46 |
0.90 |
0.26 |
1.03 |
1.09 |
|
2013 |
1.11 |
1.25 |
0.88 |
0.37 |
0.99 |
1.17 |
|
2014 |
1.39 |
1.39 |
0.86 |
0.30 |
1.06 |
1.07 |
|
2015 |
1.25 |
1.32 |
0.87 |
0.21 |
0.94 |
1.03 |
|
2016 |
1.25 |
1.39 |
0.84 |
0.27 |
0.98 |
1.07 |
|
2017 |
1.39 |
1.46 |
0.88 |
0.36 |
1.06 |
1.07 |
|
2018 |
1.04 |
1.39 |
0.85 |
0.34 |
0.99 |
1.21 |
|
2019 |
1.18 |
1.39 |
0.84 |
0.26 |
0.97 |
1.10 |
# Primero infraestimando (${M/k}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 2, "mm", linf=80, lmat=28, mk_ratio=0.75*2,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.11 |
0.60 |
0.00 |
0.65 |
0.84 |
|
1989 |
0.75 |
0.82 |
0.61 |
0.00 |
0.56 |
0.84 |
|
1990 |
0.68 |
0.75 |
0.52 |
0.00 |
0.48 |
0.74 |
|
1991 |
0.82 |
0.96 |
0.57 |
0.00 |
0.58 |
0.83 |
|
1992 |
0.96 |
1.04 |
0.64 |
0.00 |
0.68 |
0.90 |
|
1993 |
0.96 |
1.04 |
0.62 |
0.00 |
0.64 |
0.85 |
|
1994 |
1.04 |
1.11 |
0.67 |
0.01 |
0.68 |
0.87 |
|
1995 |
0.96 |
1.04 |
0.57 |
0.00 |
0.62 |
0.82 |
|
1996 |
0.89 |
0.89 |
0.60 |
0.00 |
0.60 |
0.82 |
|
1997 |
0.96 |
1.11 |
0.63 |
0.00 |
0.68 |
0.90 |
|
1998 |
1.11 |
1.18 |
0.66 |
0.00 |
0.72 |
0.89 |
|
1999 |
1.11 |
1.18 |
0.65 |
0.00 |
0.71 |
0.88 |
|
2000 |
0.75 |
0.96 |
0.72 |
0.02 |
0.64 |
0.96 |
|
2001 |
0.82 |
0.82 |
0.63 |
0.01 |
0.57 |
0.82 |
|
2002 |
1.11 |
1.11 |
0.74 |
0.03 |
0.74 |
0.91 |
|
2003 |
1.04 |
1.11 |
0.78 |
0.03 |
0.74 |
0.95 |
|
2004 |
1.18 |
1.25 |
0.78 |
0.04 |
0.79 |
0.94 |
|
2005 |
1.04 |
1.25 |
0.86 |
0.08 |
0.80 |
1.03 |
|
2006 |
1.18 |
1.25 |
0.83 |
0.05 |
0.79 |
0.94 |
|
2007 |
1.18 |
1.32 |
0.80 |
0.04 |
0.81 |
0.96 |
|
2008 |
1.11 |
1.25 |
0.83 |
0.07 |
0.82 |
1.01 |
|
2009 |
1.11 |
1.32 |
0.86 |
0.13 |
0.85 |
1.05 |
|
2010 |
1.32 |
1.54 |
0.90 |
0.22 |
0.97 |
1.09 |
|
2011 |
1.39 |
1.39 |
0.90 |
0.16 |
0.93 |
1.01 |
|
2012 |
1.32 |
1.46 |
0.90 |
0.17 |
0.93 |
1.04 |
|
2013 |
1.11 |
1.25 |
0.88 |
0.30 |
0.89 |
1.10 |
|
2014 |
1.39 |
1.39 |
0.86 |
0.19 |
0.95 |
1.03 |
|
2015 |
1.25 |
1.32 |
0.87 |
0.10 |
0.85 |
0.98 |
|
2016 |
1.25 |
1.39 |
0.84 |
0.14 |
0.88 |
1.02 |
|
2017 |
1.39 |
1.46 |
0.88 |
0.20 |
0.95 |
1.03 |
|
2018 |
1.04 |
1.39 |
0.85 |
0.23 |
0.89 |
1.13 |
|
2019 |
1.18 |
1.39 |
0.84 |
0.13 |
0.87 |
1.04 |
# Segundo sobrestimando (${M/k}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 2, "mm", linf=80, lmat=28, mk_ratio=1.25*2,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.11 |
0.60 |
0.02 |
0.80 |
0.93 |
|
1989 |
0.75 |
0.82 |
0.61 |
0.02 |
0.69 |
0.98 |
|
1990 |
0.68 |
0.75 |
0.52 |
0.00 |
0.58 |
0.87 |
|
1991 |
0.82 |
0.96 |
0.57 |
0.01 |
0.71 |
0.95 |
|
1992 |
0.96 |
1.04 |
0.64 |
0.04 |
0.83 |
1.01 |
|
1993 |
0.96 |
1.04 |
0.62 |
0.03 |
0.78 |
0.95 |
|
1994 |
1.04 |
1.11 |
0.67 |
0.05 |
0.83 |
0.97 |
|
1995 |
0.96 |
1.04 |
0.57 |
0.01 |
0.76 |
0.93 |
|
1996 |
0.89 |
0.89 |
0.60 |
0.02 |
0.73 |
0.93 |
|
1997 |
0.96 |
1.11 |
0.63 |
0.04 |
0.83 |
1.01 |
|
1998 |
1.11 |
1.18 |
0.66 |
0.08 |
0.88 |
0.98 |
|
1999 |
1.11 |
1.18 |
0.65 |
0.06 |
0.87 |
0.97 |
|
2000 |
0.75 |
0.96 |
0.72 |
0.06 |
0.79 |
1.11 |
|
2001 |
0.82 |
0.82 |
0.63 |
0.02 |
0.70 |
0.94 |
|
2002 |
1.11 |
1.11 |
0.74 |
0.09 |
0.90 |
1.01 |
|
2003 |
1.04 |
1.11 |
0.78 |
0.13 |
0.91 |
1.06 |
|
2004 |
1.18 |
1.25 |
0.78 |
0.12 |
0.96 |
1.03 |
|
2005 |
1.04 |
1.25 |
0.86 |
0.25 |
0.98 |
1.14 |
|
2006 |
1.18 |
1.25 |
0.83 |
0.16 |
0.97 |
1.03 |
|
2007 |
1.18 |
1.32 |
0.80 |
0.18 |
0.98 |
1.05 |
|
2008 |
1.11 |
1.25 |
0.83 |
0.26 |
1.00 |
1.12 |
|
2009 |
1.11 |
1.32 |
0.86 |
0.37 |
1.04 |
1.16 |
|
2010 |
1.32 |
1.54 |
0.90 |
0.59 |
1.19 |
1.18 |
|
2011 |
1.39 |
1.39 |
0.90 |
0.42 |
1.14 |
1.09 |
|
2012 |
1.32 |
1.46 |
0.90 |
0.44 |
1.14 |
1.12 |
|
2013 |
1.11 |
1.25 |
0.88 |
0.41 |
1.09 |
1.22 |
|
2014 |
1.39 |
1.39 |
0.86 |
0.46 |
1.16 |
1.11 |
|
2015 |
1.25 |
1.32 |
0.87 |
0.28 |
1.04 |
1.06 |
|
2016 |
1.25 |
1.39 |
0.84 |
0.39 |
1.08 |
1.11 |
|
2017 |
1.39 |
1.46 |
0.88 |
0.46 |
1.16 |
1.11 |
|
2018 |
1.04 |
1.39 |
0.85 |
0.43 |
1.09 |
1.26 |
|
2019 |
1.18 |
1.39 |
0.84 |
0.38 |
1.07 |
1.14 |
# Tercero usando el valor por defecto de 1.5.
lb_tableSH(freq, 2, "mm", linf=80, lmat=28, mk_ratio=1.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.11 |
0.60 |
0.00 |
0.65 |
0.84 |
|
1989 |
0.75 |
0.82 |
0.61 |
0.00 |
0.56 |
0.84 |
|
1990 |
0.68 |
0.75 |
0.52 |
0.00 |
0.48 |
0.74 |
|
1991 |
0.82 |
0.96 |
0.57 |
0.00 |
0.58 |
0.83 |
|
1992 |
0.96 |
1.04 |
0.64 |
0.00 |
0.68 |
0.90 |
|
1993 |
0.96 |
1.04 |
0.62 |
0.00 |
0.64 |
0.85 |
|
1994 |
1.04 |
1.11 |
0.67 |
0.01 |
0.68 |
0.87 |
|
1995 |
0.96 |
1.04 |
0.57 |
0.00 |
0.62 |
0.82 |
|
1996 |
0.89 |
0.89 |
0.60 |
0.00 |
0.60 |
0.82 |
|
1997 |
0.96 |
1.11 |
0.63 |
0.00 |
0.68 |
0.90 |
|
1998 |
1.11 |
1.18 |
0.66 |
0.00 |
0.72 |
0.89 |
|
1999 |
1.11 |
1.18 |
0.65 |
0.00 |
0.71 |
0.88 |
|
2000 |
0.75 |
0.96 |
0.72 |
0.02 |
0.64 |
0.96 |
|
2001 |
0.82 |
0.82 |
0.63 |
0.01 |
0.57 |
0.82 |
|
2002 |
1.11 |
1.11 |
0.74 |
0.03 |
0.74 |
0.91 |
|
2003 |
1.04 |
1.11 |
0.78 |
0.03 |
0.74 |
0.95 |
|
2004 |
1.18 |
1.25 |
0.78 |
0.04 |
0.79 |
0.94 |
|
2005 |
1.04 |
1.25 |
0.86 |
0.08 |
0.80 |
1.03 |
|
2006 |
1.18 |
1.25 |
0.83 |
0.05 |
0.79 |
0.94 |
|
2007 |
1.18 |
1.32 |
0.80 |
0.04 |
0.81 |
0.96 |
|
2008 |
1.11 |
1.25 |
0.83 |
0.07 |
0.82 |
1.01 |
|
2009 |
1.11 |
1.32 |
0.86 |
0.13 |
0.85 |
1.05 |
|
2010 |
1.32 |
1.54 |
0.90 |
0.22 |
0.97 |
1.09 |
|
2011 |
1.39 |
1.39 |
0.90 |
0.16 |
0.93 |
1.01 |
|
2012 |
1.32 |
1.46 |
0.90 |
0.17 |
0.93 |
1.04 |
|
2013 |
1.11 |
1.25 |
0.88 |
0.30 |
0.89 |
1.10 |
|
2014 |
1.39 |
1.39 |
0.86 |
0.19 |
0.95 |
1.03 |
|
2015 |
1.25 |
1.32 |
0.87 |
0.10 |
0.85 |
0.98 |
|
2016 |
1.25 |
1.39 |
0.84 |
0.14 |
0.88 |
1.02 |
|
2017 |
1.39 |
1.46 |
0.88 |
0.20 |
0.95 |
1.03 |
|
2018 |
1.04 |
1.39 |
0.85 |
0.23 |
0.89 |
1.13 |
|
2019 |
1.18 |
1.39 |
0.84 |
0.13 |
0.87 |
1.04 |
# Primero infraestimando ($L_{inf}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 2, "mm", linf=0.75*80, lmat=28, mk_ratio=2,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.11 |
0.80 |
0.12 |
0.97 |
0.99 |
|
1989 |
0.75 |
0.82 |
0.81 |
0.10 |
0.84 |
1.04 |
|
1990 |
0.68 |
0.75 |
0.69 |
0.02 |
0.71 |
0.94 |
|
1991 |
0.82 |
0.96 |
0.76 |
0.07 |
0.86 |
1.02 |
|
1992 |
0.96 |
1.04 |
0.85 |
0.25 |
1.00 |
1.08 |
|
1993 |
0.96 |
1.04 |
0.82 |
0.14 |
0.95 |
1.01 |
|
1994 |
1.04 |
1.11 |
0.90 |
0.21 |
1.01 |
1.03 |
|
1995 |
0.96 |
1.04 |
0.76 |
0.09 |
0.92 |
0.99 |
|
1996 |
0.89 |
0.89 |
0.80 |
0.10 |
0.89 |
1.00 |
|
1997 |
0.96 |
1.11 |
0.84 |
0.26 |
1.00 |
1.07 |
|
1998 |
1.11 |
1.18 |
0.88 |
0.31 |
1.07 |
1.05 |
|
1999 |
1.11 |
1.18 |
0.87 |
0.29 |
1.06 |
1.04 |
|
2000 |
0.75 |
0.96 |
0.96 |
0.20 |
0.95 |
1.19 |
|
2001 |
0.82 |
0.82 |
0.84 |
0.09 |
0.85 |
1.00 |
|
2002 |
1.11 |
1.11 |
0.99 |
0.33 |
1.09 |
1.07 |
|
2003 |
1.04 |
1.11 |
1.04 |
0.36 |
1.10 |
1.13 |
|
2004 |
1.18 |
1.25 |
1.04 |
0.49 |
1.17 |
1.09 |
|
2005 |
1.04 |
1.25 |
1.14 |
0.52 |
1.19 |
1.22 |
|
2006 |
1.18 |
1.25 |
1.11 |
0.46 |
1.17 |
1.10 |
|
2007 |
1.18 |
1.32 |
1.06 |
0.59 |
1.19 |
1.12 |
|
2008 |
1.11 |
1.25 |
1.10 |
0.57 |
1.22 |
1.19 |
|
2009 |
1.11 |
1.32 |
1.15 |
0.61 |
1.26 |
1.23 |
|
2010 |
1.32 |
1.54 |
1.20 |
0.84 |
1.44 |
1.25 |
|
2011 |
1.39 |
1.39 |
1.20 |
0.74 |
1.38 |
1.15 |
|
2012 |
1.32 |
1.46 |
1.20 |
0.79 |
1.38 |
1.19 |
|
2013 |
1.11 |
1.25 |
1.17 |
0.57 |
1.32 |
1.30 |
|
2014 |
1.39 |
1.39 |
1.15 |
0.72 |
1.41 |
1.17 |
|
2015 |
1.25 |
1.32 |
1.15 |
0.57 |
1.26 |
1.13 |
|
2016 |
1.25 |
1.39 |
1.12 |
0.67 |
1.30 |
1.17 |
|
2017 |
1.39 |
1.46 |
1.17 |
0.75 |
1.41 |
1.17 |
|
2018 |
1.04 |
1.39 |
1.13 |
0.67 |
1.32 |
1.35 |
|
2019 |
1.18 |
1.39 |
1.12 |
0.71 |
1.29 |
1.21 |
# Segundo sobrestimando ($L_{inf}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 2, "mm", linf=1.25*80, lmat=28, mk_ratio=2,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.11 |
0.48 |
0.00 |
0.58 |
0.81 |
|
1989 |
0.75 |
0.82 |
0.49 |
0.00 |
0.50 |
0.82 |
|
1990 |
0.68 |
0.75 |
0.41 |
0.00 |
0.42 |
0.72 |
|
1991 |
0.82 |
0.96 |
0.46 |
0.00 |
0.52 |
0.81 |
|
1992 |
0.96 |
1.04 |
0.51 |
0.00 |
0.60 |
0.87 |
|
1993 |
0.96 |
1.04 |
0.49 |
0.00 |
0.57 |
0.82 |
|
1994 |
1.04 |
1.11 |
0.54 |
0.00 |
0.61 |
0.84 |
|
1995 |
0.96 |
1.04 |
0.46 |
0.00 |
0.55 |
0.80 |
|
1996 |
0.89 |
0.89 |
0.48 |
0.00 |
0.53 |
0.80 |
|
1997 |
0.96 |
1.11 |
0.51 |
0.00 |
0.60 |
0.87 |
|
1998 |
1.11 |
1.18 |
0.53 |
0.00 |
0.64 |
0.86 |
|
1999 |
1.11 |
1.18 |
0.52 |
0.00 |
0.63 |
0.85 |
|
2000 |
0.75 |
0.96 |
0.58 |
0.01 |
0.57 |
0.93 |
|
2001 |
0.82 |
0.82 |
0.51 |
0.00 |
0.51 |
0.79 |
|
2002 |
1.11 |
1.11 |
0.59 |
0.01 |
0.66 |
0.88 |
|
2003 |
1.04 |
1.11 |
0.62 |
0.01 |
0.66 |
0.92 |
|
2004 |
1.18 |
1.25 |
0.62 |
0.01 |
0.70 |
0.90 |
|
2005 |
1.04 |
1.25 |
0.69 |
0.03 |
0.71 |
0.99 |
|
2006 |
1.18 |
1.25 |
0.67 |
0.03 |
0.70 |
0.91 |
|
2007 |
1.18 |
1.32 |
0.64 |
0.02 |
0.72 |
0.93 |
|
2008 |
1.11 |
1.25 |
0.66 |
0.02 |
0.73 |
0.98 |
|
2009 |
1.11 |
1.32 |
0.69 |
0.04 |
0.76 |
1.01 |
|
2010 |
1.32 |
1.54 |
0.72 |
0.09 |
0.87 |
1.05 |
|
2011 |
1.39 |
1.39 |
0.72 |
0.07 |
0.83 |
0.97 |
|
2012 |
1.32 |
1.46 |
0.72 |
0.08 |
0.83 |
1.00 |
|
2013 |
1.11 |
1.25 |
0.70 |
0.08 |
0.79 |
1.06 |
|
2014 |
1.39 |
1.39 |
0.69 |
0.04 |
0.85 |
0.99 |
|
2015 |
1.25 |
1.32 |
0.69 |
0.03 |
0.75 |
0.94 |
|
2016 |
1.25 |
1.39 |
0.67 |
0.03 |
0.78 |
0.98 |
|
2017 |
1.39 |
1.46 |
0.70 |
0.08 |
0.85 |
0.99 |
|
2018 |
1.04 |
1.39 |
0.68 |
0.03 |
0.79 |
1.10 |
|
2019 |
1.18 |
1.39 |
0.67 |
0.03 |
0.78 |
1.00 |
Los datos del ciclo vital recogidos de la literatura son:
\(L_{mat}^{LIT}\) = 26 mm. Females FU2627 (Fariña, 1996).
\(L_{inf}^{LIT}\) = 65 cm. Females FU2627 (Fernánez et al., 1986).
\({M/k}^{LIT}\) =0.2/0.08=2.5 (k 0.08 year-1 y M=0.2 (Fernánez et al., 1986; Morizur, 1984).
wal <- read.csv("FU2627_PesosFemales_1988_2019_medio.csv", stringsAsFactors = FALSE)
freq <- read.csv("FU2627_tallasFemales_1988_2019.csv", stringsAsFactors = FALSE)
bin_plot(freq, 1, "cm")
lb_tableSH(freq, 2, "mm", linf=65, lmat=26, mk_ratio=2.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.12 |
0.67 |
0.11 |
0.92 |
0.98 |
|
1989 |
0.81 |
0.88 |
0.66 |
0.06 |
0.80 |
1.01 |
|
1990 |
0.73 |
0.81 |
0.58 |
0.02 |
0.69 |
0.92 |
|
1991 |
0.88 |
0.96 |
0.68 |
0.07 |
0.84 |
0.99 |
|
1992 |
0.96 |
1.12 |
0.70 |
0.14 |
0.92 |
1.03 |
|
1993 |
0.96 |
1.04 |
0.70 |
0.14 |
0.92 |
1.03 |
|
1994 |
1.04 |
1.12 |
0.72 |
0.19 |
0.97 |
1.03 |
|
1995 |
1.04 |
1.04 |
0.67 |
0.09 |
0.91 |
0.96 |
|
1996 |
0.88 |
0.96 |
0.69 |
0.11 |
0.86 |
1.02 |
|
1997 |
1.12 |
1.19 |
0.75 |
0.24 |
1.00 |
1.01 |
|
1998 |
1.19 |
1.27 |
0.78 |
0.37 |
1.07 |
1.03 |
|
1999 |
1.19 |
1.27 |
0.78 |
0.40 |
1.08 |
1.04 |
|
2000 |
0.81 |
0.96 |
0.71 |
0.18 |
0.89 |
1.12 |
|
2001 |
0.81 |
0.88 |
0.69 |
0.08 |
0.79 |
0.99 |
|
2002 |
1.04 |
1.12 |
0.79 |
0.34 |
1.02 |
1.08 |
|
2003 |
1.12 |
1.12 |
0.74 |
0.25 |
1.01 |
1.02 |
|
2004 |
1.19 |
1.27 |
0.79 |
0.52 |
1.11 |
1.07 |
|
2005 |
1.12 |
1.27 |
0.83 |
0.45 |
1.09 |
1.10 |
|
2006 |
1.27 |
1.27 |
0.81 |
0.44 |
1.11 |
1.02 |
|
2007 |
1.27 |
1.27 |
0.81 |
0.39 |
1.09 |
1.01 |
|
2008 |
1.19 |
1.27 |
0.76 |
0.40 |
1.06 |
1.03 |
|
2009 |
1.12 |
1.27 |
0.85 |
0.46 |
1.08 |
1.10 |
|
2010 |
1.42 |
1.42 |
0.88 |
0.75 |
1.24 |
1.06 |
|
2011 |
1.35 |
1.42 |
0.89 |
0.73 |
1.23 |
1.09 |
|
2012 |
1.42 |
1.42 |
0.87 |
0.70 |
1.23 |
1.04 |
|
2013 |
1.50 |
1.42 |
0.93 |
0.71 |
1.31 |
1.07 |
|
2014 |
1.27 |
1.27 |
0.88 |
0.57 |
1.19 |
1.10 |
|
2015 |
1.27 |
1.35 |
0.84 |
0.53 |
1.12 |
1.04 |
|
2016 |
1.12 |
1.27 |
0.83 |
0.46 |
1.09 |
1.10 |
|
2017 |
1.35 |
1.42 |
0.99 |
0.73 |
1.27 |
1.13 |
|
2018 |
1.12 |
1.27 |
0.83 |
0.50 |
1.09 |
1.11 |
|
2019 |
1.12 |
1.35 |
0.85 |
0.67 |
1.16 |
1.18 |
# Primero infraestimando (${M/k}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 2, "mm", linf=65, lmat=26, mk_ratio=0.75*2.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.12 |
0.67 |
0.01 |
0.82 |
0.93 |
|
1989 |
0.81 |
0.88 |
0.66 |
0.02 |
0.71 |
0.94 |
|
1990 |
0.73 |
0.81 |
0.58 |
0.00 |
0.61 |
0.85 |
|
1991 |
0.88 |
0.96 |
0.68 |
0.02 |
0.74 |
0.93 |
|
1992 |
0.96 |
1.12 |
0.70 |
0.04 |
0.81 |
0.97 |
|
1993 |
0.96 |
1.04 |
0.70 |
0.03 |
0.81 |
0.97 |
|
1994 |
1.04 |
1.12 |
0.72 |
0.04 |
0.86 |
0.98 |
|
1995 |
1.04 |
1.04 |
0.67 |
0.02 |
0.80 |
0.92 |
|
1996 |
0.88 |
0.96 |
0.69 |
0.03 |
0.76 |
0.96 |
|
1997 |
1.12 |
1.19 |
0.75 |
0.08 |
0.88 |
0.97 |
|
1998 |
1.19 |
1.27 |
0.78 |
0.13 |
0.95 |
0.99 |
|
1999 |
1.19 |
1.27 |
0.78 |
0.14 |
0.96 |
1.00 |
|
2000 |
0.81 |
0.96 |
0.71 |
0.04 |
0.79 |
1.05 |
|
2001 |
0.81 |
0.88 |
0.69 |
0.02 |
0.70 |
0.92 |
|
2002 |
1.04 |
1.12 |
0.79 |
0.11 |
0.90 |
1.03 |
|
2003 |
1.12 |
1.12 |
0.74 |
0.07 |
0.89 |
0.98 |
|
2004 |
1.19 |
1.27 |
0.79 |
0.17 |
0.98 |
1.03 |
|
2005 |
1.12 |
1.27 |
0.83 |
0.22 |
0.96 |
1.05 |
|
2006 |
1.27 |
1.27 |
0.81 |
0.12 |
0.98 |
0.99 |
|
2007 |
1.27 |
1.27 |
0.81 |
0.12 |
0.97 |
0.97 |
|
2008 |
1.19 |
1.27 |
0.76 |
0.10 |
0.94 |
0.99 |
|
2009 |
1.12 |
1.27 |
0.85 |
0.17 |
0.96 |
1.05 |
|
2010 |
1.42 |
1.42 |
0.88 |
0.39 |
1.10 |
1.03 |
|
2011 |
1.35 |
1.42 |
0.89 |
0.41 |
1.09 |
1.06 |
|
2012 |
1.42 |
1.42 |
0.87 |
0.28 |
1.09 |
1.01 |
|
2013 |
1.50 |
1.42 |
0.93 |
0.38 |
1.16 |
1.04 |
|
2014 |
1.27 |
1.27 |
0.88 |
0.31 |
1.05 |
1.06 |
|
2015 |
1.27 |
1.35 |
0.84 |
0.15 |
1.00 |
1.00 |
|
2016 |
1.12 |
1.27 |
0.83 |
0.27 |
0.96 |
1.05 |
|
2017 |
1.35 |
1.42 |
0.99 |
0.51 |
1.13 |
1.09 |
|
2018 |
1.12 |
1.27 |
0.83 |
0.26 |
0.97 |
1.06 |
|
2019 |
1.12 |
1.35 |
0.85 |
0.37 |
1.03 |
1.13 |
# Segundo sobrestimando (${M/k}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 2, "mm", linf=65, lmat=26, mk_ratio=1.25*2.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.12 |
0.67 |
0.18 |
1.02 |
1.01 |
|
1989 |
0.81 |
0.88 |
0.66 |
0.10 |
0.90 |
1.05 |
|
1990 |
0.73 |
0.81 |
0.58 |
0.03 |
0.77 |
0.97 |
|
1991 |
0.88 |
0.96 |
0.68 |
0.11 |
0.93 |
1.03 |
|
1992 |
0.96 |
1.12 |
0.70 |
0.20 |
1.02 |
1.07 |
|
1993 |
0.96 |
1.04 |
0.70 |
0.22 |
1.02 |
1.06 |
|
1994 |
1.04 |
1.12 |
0.72 |
0.30 |
1.08 |
1.06 |
|
1995 |
1.04 |
1.04 |
0.67 |
0.14 |
1.01 |
1.00 |
|
1996 |
0.88 |
0.96 |
0.69 |
0.17 |
0.96 |
1.06 |
|
1997 |
1.12 |
1.19 |
0.75 |
0.33 |
1.11 |
1.04 |
|
1998 |
1.19 |
1.27 |
0.78 |
0.49 |
1.19 |
1.06 |
|
1999 |
1.19 |
1.27 |
0.78 |
0.54 |
1.20 |
1.07 |
|
2000 |
0.81 |
0.96 |
0.71 |
0.25 |
1.00 |
1.17 |
|
2001 |
0.81 |
0.88 |
0.69 |
0.12 |
0.88 |
1.03 |
|
2002 |
1.04 |
1.12 |
0.79 |
0.43 |
1.13 |
1.12 |
|
2003 |
1.12 |
1.12 |
0.74 |
0.37 |
1.12 |
1.05 |
|
2004 |
1.19 |
1.27 |
0.79 |
0.65 |
1.24 |
1.10 |
|
2005 |
1.12 |
1.27 |
0.83 |
0.56 |
1.21 |
1.13 |
|
2006 |
1.27 |
1.27 |
0.81 |
0.60 |
1.23 |
1.05 |
|
2007 |
1.27 |
1.27 |
0.81 |
0.54 |
1.21 |
1.03 |
|
2008 |
1.19 |
1.27 |
0.76 |
0.52 |
1.18 |
1.06 |
|
2009 |
1.12 |
1.27 |
0.85 |
0.58 |
1.21 |
1.13 |
|
2010 |
1.42 |
1.42 |
0.88 |
0.84 |
1.38 |
1.08 |
|
2011 |
1.35 |
1.42 |
0.89 |
0.81 |
1.37 |
1.12 |
|
2012 |
1.42 |
1.42 |
0.87 |
0.81 |
1.36 |
1.06 |
|
2013 |
1.50 |
1.42 |
0.93 |
0.76 |
1.46 |
1.09 |
|
2014 |
1.27 |
1.27 |
0.88 |
0.63 |
1.33 |
1.13 |
|
2015 |
1.27 |
1.35 |
0.84 |
0.69 |
1.25 |
1.06 |
|
2016 |
1.12 |
1.27 |
0.83 |
0.56 |
1.21 |
1.13 |
|
2017 |
1.35 |
1.42 |
0.99 |
0.85 |
1.42 |
1.15 |
|
2018 |
1.12 |
1.27 |
0.83 |
0.57 |
1.22 |
1.14 |
|
2019 |
1.12 |
1.35 |
0.85 |
0.75 |
1.30 |
1.22 |
# Tercero usando el valor por defecto de 1.5.
lb_tableSH(freq, 2, "mm", linf=65, lmat=26, mk_ratio=1.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.12 |
0.67 |
0.01 |
0.75 |
0.89 |
|
1989 |
0.81 |
0.88 |
0.66 |
0.00 |
0.66 |
0.89 |
|
1990 |
0.73 |
0.81 |
0.58 |
0.00 |
0.57 |
0.80 |
|
1991 |
0.88 |
0.96 |
0.68 |
0.01 |
0.68 |
0.89 |
|
1992 |
0.96 |
1.12 |
0.70 |
0.01 |
0.75 |
0.93 |
|
1993 |
0.96 |
1.04 |
0.70 |
0.01 |
0.75 |
0.93 |
|
1994 |
1.04 |
1.12 |
0.72 |
0.01 |
0.79 |
0.94 |
|
1995 |
1.04 |
1.04 |
0.67 |
0.00 |
0.74 |
0.88 |
|
1996 |
0.88 |
0.96 |
0.69 |
0.01 |
0.70 |
0.91 |
|
1997 |
1.12 |
1.19 |
0.75 |
0.02 |
0.82 |
0.93 |
|
1998 |
1.19 |
1.27 |
0.78 |
0.05 |
0.87 |
0.96 |
|
1999 |
1.19 |
1.27 |
0.78 |
0.04 |
0.88 |
0.97 |
|
2000 |
0.81 |
0.96 |
0.71 |
0.01 |
0.73 |
0.99 |
|
2001 |
0.81 |
0.88 |
0.69 |
0.01 |
0.64 |
0.87 |
|
2002 |
1.04 |
1.12 |
0.79 |
0.04 |
0.83 |
0.99 |
|
2003 |
1.12 |
1.12 |
0.74 |
0.02 |
0.83 |
0.94 |
|
2004 |
1.19 |
1.27 |
0.79 |
0.05 |
0.91 |
1.00 |
|
2005 |
1.12 |
1.27 |
0.83 |
0.09 |
0.89 |
1.01 |
|
2006 |
1.27 |
1.27 |
0.81 |
0.06 |
0.90 |
0.96 |
|
2007 |
1.27 |
1.27 |
0.81 |
0.05 |
0.89 |
0.94 |
|
2008 |
1.19 |
1.27 |
0.76 |
0.03 |
0.87 |
0.95 |
|
2009 |
1.12 |
1.27 |
0.85 |
0.08 |
0.89 |
1.01 |
|
2010 |
1.42 |
1.42 |
0.88 |
0.17 |
1.02 |
1.00 |
|
2011 |
1.35 |
1.42 |
0.89 |
0.23 |
1.01 |
1.03 |
|
2012 |
1.42 |
1.42 |
0.87 |
0.17 |
1.00 |
0.99 |
|
2013 |
1.50 |
1.42 |
0.93 |
0.28 |
1.07 |
1.02 |
|
2014 |
1.27 |
1.27 |
0.88 |
0.19 |
0.97 |
1.03 |
|
2015 |
1.27 |
1.35 |
0.84 |
0.08 |
0.92 |
0.97 |
|
2016 |
1.12 |
1.27 |
0.83 |
0.12 |
0.89 |
1.01 |
|
2017 |
1.35 |
1.42 |
0.99 |
0.26 |
1.04 |
1.06 |
|
2018 |
1.12 |
1.27 |
0.83 |
0.12 |
0.89 |
1.02 |
|
2019 |
1.12 |
1.35 |
0.85 |
0.15 |
0.95 |
1.09 |
# Primero infraestimando ($L_{inf}^{LIT}$ multiplicado por 0.75):
lb_tableSH(freq, 2, "mm", linf=0.75*65, lmat=26, mk_ratio=2.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.12 |
0.89 |
0.61 |
1.23 |
1.06 |
|
1989 |
0.81 |
0.88 |
0.88 |
0.32 |
1.07 |
1.11 |
|
1990 |
0.73 |
0.81 |
0.77 |
0.11 |
0.92 |
1.02 |
|
1991 |
0.88 |
0.96 |
0.90 |
0.36 |
1.12 |
1.09 |
|
1992 |
0.96 |
1.12 |
0.94 |
0.64 |
1.22 |
1.12 |
|
1993 |
0.96 |
1.04 |
0.93 |
0.60 |
1.22 |
1.12 |
|
1994 |
1.04 |
1.12 |
0.96 |
0.73 |
1.29 |
1.12 |
|
1995 |
1.04 |
1.04 |
0.89 |
0.58 |
1.21 |
1.05 |
|
1996 |
0.88 |
0.96 |
0.92 |
0.45 |
1.15 |
1.12 |
|
1997 |
1.12 |
1.19 |
1.00 |
0.79 |
1.33 |
1.10 |
|
1998 |
1.19 |
1.27 |
1.05 |
0.89 |
1.42 |
1.11 |
|
1999 |
1.19 |
1.27 |
1.04 |
0.91 |
1.44 |
1.13 |
|
2000 |
0.81 |
0.96 |
0.95 |
0.56 |
1.19 |
1.24 |
|
2001 |
0.81 |
0.88 |
0.92 |
0.27 |
1.05 |
1.09 |
|
2002 |
1.04 |
1.12 |
1.06 |
0.73 |
1.36 |
1.18 |
|
2003 |
1.12 |
1.12 |
0.99 |
0.73 |
1.35 |
1.11 |
|
2004 |
1.19 |
1.27 |
1.06 |
0.91 |
1.48 |
1.16 |
|
2005 |
1.12 |
1.27 |
1.10 |
0.86 |
1.45 |
1.19 |
|
2006 |
1.27 |
1.27 |
1.08 |
0.93 |
1.47 |
1.10 |
|
2007 |
1.27 |
1.27 |
1.08 |
0.94 |
1.45 |
1.08 |
|
2008 |
1.19 |
1.27 |
1.01 |
0.91 |
1.42 |
1.11 |
|
2009 |
1.12 |
1.27 |
1.13 |
0.85 |
1.44 |
1.19 |
|
2010 |
1.42 |
1.42 |
1.18 |
0.99 |
1.66 |
1.13 |
|
2011 |
1.35 |
1.42 |
1.19 |
0.98 |
1.64 |
1.17 |
|
2012 |
1.42 |
1.42 |
1.16 |
0.96 |
1.63 |
1.12 |
|
2013 |
1.50 |
1.42 |
1.24 |
0.95 |
1.75 |
1.14 |
|
2014 |
1.27 |
1.27 |
1.18 |
0.87 |
1.59 |
1.18 |
|
2015 |
1.27 |
1.35 |
1.12 |
0.97 |
1.50 |
1.12 |
|
2016 |
1.12 |
1.27 |
1.10 |
0.82 |
1.45 |
1.19 |
|
2017 |
1.35 |
1.42 |
1.32 |
1.00 |
1.70 |
1.21 |
|
2018 |
1.12 |
1.27 |
1.11 |
0.86 |
1.46 |
1.20 |
|
2019 |
1.12 |
1.35 |
1.13 |
0.93 |
1.55 |
1.28 |
# Segundo sobrestimando ($L_{inf}^{LIT}$ multiplicado por 1.25):
lb_tableSH(freq, 2, "mm", linf=1.25*65, lmat=26, mk_ratio=2.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
1.04 |
1.12 |
0.54 |
0.01 |
0.74 |
0.90 |
|
1989 |
0.81 |
0.88 |
0.53 |
0.00 |
0.64 |
0.92 |
|
1990 |
0.73 |
0.81 |
0.46 |
0.00 |
0.55 |
0.83 |
|
1991 |
0.88 |
0.96 |
0.54 |
0.01 |
0.67 |
0.91 |
|
1992 |
0.96 |
1.12 |
0.56 |
0.01 |
0.73 |
0.95 |
|
1993 |
0.96 |
1.04 |
0.56 |
0.01 |
0.73 |
0.94 |
|
1994 |
1.04 |
1.12 |
0.57 |
0.01 |
0.77 |
0.95 |
|
1995 |
1.04 |
1.04 |
0.54 |
0.00 |
0.73 |
0.89 |
|
1996 |
0.88 |
0.96 |
0.55 |
0.01 |
0.69 |
0.93 |
|
1997 |
1.12 |
1.19 |
0.60 |
0.02 |
0.80 |
0.94 |
|
1998 |
1.19 |
1.27 |
0.63 |
0.05 |
0.85 |
0.96 |
|
1999 |
1.19 |
1.27 |
0.62 |
0.04 |
0.86 |
0.97 |
|
2000 |
0.81 |
0.96 |
0.57 |
0.01 |
0.71 |
1.02 |
|
2001 |
0.81 |
0.88 |
0.55 |
0.01 |
0.63 |
0.90 |
|
2002 |
1.04 |
1.12 |
0.63 |
0.04 |
0.81 |
1.00 |
|
2003 |
1.12 |
1.12 |
0.59 |
0.02 |
0.81 |
0.95 |
|
2004 |
1.19 |
1.27 |
0.63 |
0.05 |
0.89 |
1.00 |
|
2005 |
1.12 |
1.27 |
0.66 |
0.09 |
0.87 |
1.02 |
|
2006 |
1.27 |
1.27 |
0.65 |
0.06 |
0.88 |
0.95 |
|
2007 |
1.27 |
1.27 |
0.65 |
0.05 |
0.87 |
0.94 |
|
2008 |
1.19 |
1.27 |
0.61 |
0.03 |
0.85 |
0.96 |
|
2009 |
1.12 |
1.27 |
0.68 |
0.08 |
0.87 |
1.02 |
|
2010 |
1.42 |
1.42 |
0.71 |
0.17 |
0.99 |
0.99 |
|
2011 |
1.35 |
1.42 |
0.71 |
0.23 |
0.99 |
1.02 |
|
2012 |
1.42 |
1.42 |
0.70 |
0.17 |
0.98 |
0.98 |
|
2013 |
1.50 |
1.42 |
0.74 |
0.28 |
1.05 |
1.01 |
|
2014 |
1.27 |
1.27 |
0.71 |
0.19 |
0.95 |
1.03 |
|
2015 |
1.27 |
1.35 |
0.67 |
0.08 |
0.90 |
0.97 |
|
2016 |
1.12 |
1.27 |
0.66 |
0.12 |
0.87 |
1.02 |
|
2017 |
1.35 |
1.42 |
0.79 |
0.26 |
1.02 |
1.06 |
|
2018 |
1.12 |
1.27 |
0.67 |
0.12 |
0.87 |
1.03 |
|
2019 |
1.12 |
1.35 |
0.68 |
0.15 |
0.93 |
1.09 |
wal <- read.csv("Pin8c9awal.csv",sep=",")
head(wal)
## MeanLength X2014 X2015 X2016 X2017 X2018 X2019
## 1 20.5 23.2 23.2 23.2 23.2 23.2 23.2
## 2 21.5 26.9 26.9 26.9 26.9 26.9 26.9
## 3 22.5 31.0 31.0 31.0 31.0 31.0 31.0
## 4 23.5 35.5 35.5 35.5 35.5 35.5 35.5
## 5 24.5 40.4 40.4 40.4 40.4 40.4 40.4
## 6 25.5 45.7 45.7 45.7 45.7 45.7 45.7
freq <- read.csv("Pin8c9afreq.csv", stringsAsFactors = FALSE)
head(freq)
## MeanLength X2014 X2015 X2016 X2017 X2018 X2019
## 1 20.5 0 0 0 0 0 0
## 2 21.5 0 0 0 0 0 0
## 3 22.5 0 0 0 0 0 0
## 4 23.5 0 0 0 0 0 0
## 5 24.5 0 0 0 0 0 0
## 6 25.5 0 0 0 0 0 0
bin_plot(freq, 1, "cm")
## A blank LB_pars object created
## El escenario de REFERENCIA:
lb_tableSH(freq, 2, "cm", linf=75.0, lmat=54.2, mk_ratio=1.5,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2014 |
0.90 |
0.94 |
0.82 |
0.37 |
1.07 |
0.96 |
|
2015 |
0.90 |
0.90 |
0.83 |
0.36 |
1.08 |
0.97 |
|
2016 |
0.94 |
0.94 |
0.87 |
0.45 |
1.10 |
0.97 |
|
2017 |
0.90 |
0.90 |
0.83 |
0.29 |
1.07 |
0.96 |
|
2018 |
0.90 |
0.90 |
0.83 |
0.30 |
1.07 |
0.96 |
|
2019 |
0.90 |
0.90 |
0.82 |
0.30 |
1.06 |
0.96 |
## Probamos los escenarios 1) M/k infraestimando (M/k multiplicado por 0.75):
lb_tableSH(freq, 2, "cm", linf=75.0, lmat=54.2, mk_ratio=0.75*1.5,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2014 |
0.90 |
0.94 |
0.82 |
0.03 |
0.98 |
0.94 |
|
2015 |
0.90 |
0.90 |
0.83 |
0.05 |
0.99 |
0.94 |
|
2016 |
0.94 |
0.94 |
0.87 |
0.09 |
1.01 |
0.94 |
|
2017 |
0.90 |
0.90 |
0.83 |
0.04 |
0.98 |
0.94 |
|
2018 |
0.90 |
0.90 |
0.83 |
0.04 |
0.98 |
0.94 |
|
2019 |
0.90 |
0.90 |
0.82 |
0.04 |
0.98 |
0.93 |
## Probamos los escenarios 2) M/k sobreestimando (M/k multiplicado por 1.25):
lb_tableSH(freq, 2, "cm", linf=75.0, lmat=54.2, mk_ratio=1.25*1.5,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2014 |
0.90 |
0.94 |
0.82 |
0.78 |
1.16 |
0.98 |
|
2015 |
0.90 |
0.90 |
0.83 |
0.72 |
1.17 |
0.99 |
|
2016 |
0.94 |
0.94 |
0.87 |
0.84 |
1.19 |
0.98 |
|
2017 |
0.90 |
0.90 |
0.83 |
0.66 |
1.15 |
0.98 |
|
2018 |
0.90 |
0.90 |
0.83 |
0.67 |
1.16 |
0.98 |
|
2019 |
0.90 |
0.90 |
0.82 |
0.70 |
1.15 |
0.98 |
## Primero infraestimando (Linf Multiplicado por 0.75):
lb_tableSH(freq, 2, "cm", linf=0.75*75.0, lmat=54.2, mk_ratio=1.5,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2014 |
0.90 |
0.94 |
1.09 |
0.97 |
1.43 |
1.05 |
|
2015 |
0.90 |
0.90 |
1.11 |
0.93 |
1.44 |
1.06 |
|
2016 |
0.94 |
0.94 |
1.16 |
0.99 |
1.47 |
1.05 |
|
2017 |
0.90 |
0.90 |
1.10 |
0.96 |
1.42 |
1.05 |
|
2018 |
0.90 |
0.90 |
1.10 |
0.96 |
1.42 |
1.05 |
|
2019 |
0.90 |
0.90 |
1.09 |
0.99 |
1.42 |
1.05 |
## Segundo sobrestimando (Linf Multiplicado por 1.25):
lb_tableSH(freq, 2, "cm", linf=1.25*75.0, lmat=54.2, mk_ratio=1.5,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2014 |
0.90 |
0.94 |
0.65 |
0.00 |
0.86 |
0.89 |
|
2015 |
0.90 |
0.90 |
0.66 |
0.00 |
0.86 |
0.89 |
|
2016 |
0.94 |
0.94 |
0.70 |
0.01 |
0.88 |
0.89 |
|
2017 |
0.90 |
0.90 |
0.66 |
0.00 |
0.85 |
0.89 |
|
2018 |
0.90 |
0.90 |
0.66 |
0.00 |
0.85 |
0.89 |
|
2019 |
0.90 |
0.90 |
0.65 |
0.00 |
0.85 |
0.88 |
Los datos del ciclo vital recogidos de la literatura son:
\(L_{mat}^{LIT}\) = 11.2 cm (Millán 1999)
\({M/k}^{LIT}=1.3/0.9\)=1.44
\(L_{inf}^{LIT}\)=18.95 (k y \(L_{inf}\) de Bellido et al. 2000)
M = 1.3 (Razonamiento en WKPELA 2018 report, uso M para la edad 1 \(M_1\))
–>
MK<-1.44
Linf<-18.95
Lmat<-11.2
wal <- read.csv("wal_anchovy_fv.csv", stringsAsFactors = FALSE)
freq <- read.csv("lengthfreq_anchovy_fv.csv", stringsAsFactors = FALSE)
head(freq)
## length X1988 X1989 X1990 X1991 X1992 X1993 X1994 X1995 X1996
## 1 3.5 0 0 0 0 0 0 0 0 1349286
## 2 4.0 0 0 4281037 171956 1527 48637 0 0 12676995
## 3 4.5 0 0 18371017 3937228 29018 706893 0 0 67819283
## 4 5.0 64688 0 32251146 54991246 90023 1831793 0 0 160893713
## 5 5.5 86251 0 46583672 80536890 368660 3246934 0 0 129791150
## 6 6.0 0 0 45810220 43303347 983188 5030957 0 0 52811605
## X1997 X1998 X1999 X2000 X2001 X2002 X2003 X2004 X2005
## 1 0 0 0 0 282386.1 76904 0 0 0
## 2 0 0 1830574 113762 211277.3 274755 35584 0 16257
## 3 1333027 4655928 17055364 806404 1747585.3 1463072 116275 25370 130064
## 4 11492104 25824726 41100084 4886709 5808681.0 3870681 218084 53803 146322
## 5 38721933 57085884 36181025 9251152 9844138.0 8742129 653305 213296 81290
## 6 53185343 82441650 19366091 12753186 12499866.5 13778906 1763017 395900 445378
## X2006 X2007 X2008 X2009 X2010 X2011 X2012 X2013 X2014 X2015 X2016 X2017
## 1 0 0 0 0 0 0 0 0 0 0 0 0
## 2 0 0 0 0 0 0 0 0 0 0 0 0
## 3 0 0 0 0 0 0 0 0 0 0 0 0
## 4 0 0 0 0 0 0 0 0 0 0 0 45462
## 5 0 0 0 0 0 0 0 0 0 0 9084 34097
## 6 372540 0 0 0 0 0 394206 0 0 80458 54503 217184
## X2018 X2019
## 1 0 0
## 2 0 0
## 3 0 5047
## 4 5252 5047
## 5 122414 0
## 6 170751 19929
bin_plot(freq, 1, "cm")
bin_plot(freq, 2, "cm")
bin_plot(freq, 3, "cm")
bin_plot(freq, 4, "cm")
lb_tableSH(freq, 4, "cm", linf=Linf, lmat=Lmat, mk_ratio=MK ,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
0.89 |
0.89 |
0.77 |
0.01 |
0.85 |
0.89 |
|
1989 |
0.89 |
0.89 |
0.84 |
0.02 |
0.85 |
0.88 |
|
1990 |
0.89 |
0.54 |
0.74 |
0.00 |
0.82 |
0.85 |
|
1991 |
0.54 |
0.54 |
0.76 |
0.01 |
0.73 |
1.01 |
|
1992 |
0.89 |
0.89 |
0.74 |
0.00 |
0.85 |
0.88 |
|
1993 |
0.89 |
0.89 |
0.74 |
0.00 |
0.94 |
0.98 |
|
1994 |
0.89 |
0.89 |
0.75 |
0.00 |
0.87 |
0.90 |
|
1995 |
0.89 |
0.89 |
0.74 |
0.00 |
0.83 |
0.86 |
|
1996 |
0.54 |
0.54 |
0.72 |
0.00 |
0.55 |
0.75 |
|
1997 |
0.54 |
0.54 |
0.74 |
0.00 |
0.72 |
0.99 |
|
1998 |
0.89 |
0.54 |
0.74 |
0.00 |
0.83 |
0.86 |
|
1999 |
0.54 |
0.54 |
0.74 |
0.00 |
0.79 |
1.08 |
|
2000 |
0.89 |
0.54 |
0.74 |
0.00 |
0.85 |
0.88 |
|
2001 |
0.89 |
0.89 |
0.80 |
0.02 |
0.93 |
0.97 |
|
2002 |
0.89 |
0.89 |
0.75 |
0.00 |
0.89 |
0.93 |
|
2003 |
0.89 |
0.89 |
0.75 |
0.00 |
0.88 |
0.91 |
|
2004 |
0.89 |
0.89 |
0.74 |
0.00 |
0.87 |
0.90 |
|
2005 |
0.89 |
0.89 |
0.74 |
0.00 |
0.82 |
0.86 |
|
2006 |
0.89 |
0.89 |
0.74 |
0.00 |
0.84 |
0.88 |
|
2007 |
0.89 |
0.89 |
0.74 |
0.00 |
0.84 |
0.87 |
|
2008 |
0.89 |
0.89 |
0.76 |
0.01 |
0.96 |
1.00 |
|
2009 |
0.89 |
0.89 |
0.74 |
0.00 |
0.93 |
0.97 |
|
2010 |
0.89 |
0.89 |
0.74 |
0.00 |
0.87 |
0.91 |
|
2011 |
0.89 |
0.89 |
0.74 |
0.00 |
0.85 |
0.88 |
|
2012 |
0.89 |
0.89 |
0.75 |
0.00 |
0.93 |
0.97 |
|
2013 |
0.89 |
0.89 |
0.74 |
0.00 |
0.88 |
0.91 |
|
2014 |
0.89 |
0.89 |
0.74 |
0.00 |
0.85 |
0.88 |
|
2015 |
0.89 |
0.89 |
0.75 |
0.00 |
0.86 |
0.89 |
|
2016 |
0.89 |
0.89 |
0.75 |
0.00 |
0.90 |
0.93 |
|
2017 |
0.89 |
0.89 |
0.74 |
0.00 |
0.81 |
0.84 |
|
2018 |
0.89 |
0.89 |
0.74 |
0.00 |
0.90 |
0.94 |
|
2019 |
0.89 |
0.89 |
0.75 |
0.00 |
0.86 |
0.90 |
lb_tableSH(freq, 4, "cm", linf=Linf, lmat=Lmat, mk_ratio=MK*0.75,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
0.89 |
0.89 |
0.77 |
0.01 |
0.78 |
0.85 |
|
1989 |
0.89 |
0.89 |
0.84 |
0.02 |
0.78 |
0.85 |
|
1990 |
0.89 |
0.54 |
0.74 |
0.00 |
0.75 |
0.81 |
|
1991 |
0.54 |
0.54 |
0.76 |
0.01 |
0.68 |
0.93 |
|
1992 |
0.89 |
0.89 |
0.74 |
0.00 |
0.78 |
0.85 |
|
1993 |
0.89 |
0.89 |
0.74 |
0.00 |
0.86 |
0.94 |
|
1994 |
0.89 |
0.89 |
0.75 |
0.00 |
0.79 |
0.86 |
|
1995 |
0.89 |
0.89 |
0.74 |
0.00 |
0.76 |
0.83 |
|
1996 |
0.54 |
0.54 |
0.72 |
0.00 |
0.50 |
0.69 |
|
1997 |
0.54 |
0.54 |
0.74 |
0.00 |
0.66 |
0.91 |
|
1998 |
0.89 |
0.54 |
0.74 |
0.00 |
0.76 |
0.83 |
|
1999 |
0.54 |
0.54 |
0.74 |
0.00 |
0.72 |
1.00 |
|
2000 |
0.89 |
0.54 |
0.74 |
0.00 |
0.78 |
0.85 |
|
2001 |
0.89 |
0.89 |
0.80 |
0.02 |
0.86 |
0.93 |
|
2002 |
0.89 |
0.89 |
0.75 |
0.00 |
0.82 |
0.89 |
|
2003 |
0.89 |
0.89 |
0.75 |
0.00 |
0.81 |
0.88 |
|
2004 |
0.89 |
0.89 |
0.74 |
0.00 |
0.80 |
0.86 |
|
2005 |
0.89 |
0.89 |
0.74 |
0.00 |
0.76 |
0.82 |
|
2006 |
0.89 |
0.89 |
0.74 |
0.00 |
0.77 |
0.84 |
|
2007 |
0.89 |
0.89 |
0.74 |
0.00 |
0.77 |
0.83 |
|
2008 |
0.89 |
0.89 |
0.76 |
0.01 |
0.88 |
0.96 |
|
2009 |
0.89 |
0.89 |
0.74 |
0.00 |
0.85 |
0.93 |
|
2010 |
0.89 |
0.89 |
0.74 |
0.00 |
0.80 |
0.87 |
|
2011 |
0.89 |
0.89 |
0.74 |
0.00 |
0.78 |
0.85 |
|
2012 |
0.89 |
0.89 |
0.75 |
0.00 |
0.86 |
0.93 |
|
2013 |
0.89 |
0.89 |
0.74 |
0.00 |
0.81 |
0.87 |
|
2014 |
0.89 |
0.89 |
0.74 |
0.00 |
0.78 |
0.85 |
|
2015 |
0.89 |
0.89 |
0.75 |
0.00 |
0.79 |
0.85 |
|
2016 |
0.89 |
0.89 |
0.75 |
0.00 |
0.82 |
0.89 |
|
2017 |
0.89 |
0.89 |
0.74 |
0.00 |
0.74 |
0.81 |
|
2018 |
0.89 |
0.89 |
0.74 |
0.00 |
0.83 |
0.90 |
|
2019 |
0.89 |
0.89 |
0.75 |
0.00 |
0.79 |
0.86 |
lb_tableSH(freq, 4, "cm", linf=Linf, lmat=Lmat, mk_ratio=MK*1.25,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
0.89 |
0.89 |
0.77 |
0.22 |
0.92 |
0.91 |
|
1989 |
0.89 |
0.89 |
0.84 |
0.19 |
0.92 |
0.91 |
|
1990 |
0.89 |
0.54 |
0.74 |
0.08 |
0.88 |
0.87 |
|
1991 |
0.54 |
0.54 |
0.76 |
0.19 |
0.79 |
1.07 |
|
1992 |
0.89 |
0.89 |
0.74 |
0.19 |
0.92 |
0.91 |
|
1993 |
0.89 |
0.89 |
0.74 |
0.41 |
1.01 |
1.01 |
|
1994 |
0.89 |
0.89 |
0.75 |
0.22 |
0.94 |
0.93 |
|
1995 |
0.89 |
0.89 |
0.74 |
0.15 |
0.90 |
0.89 |
|
1996 |
0.54 |
0.54 |
0.72 |
0.05 |
0.59 |
0.79 |
|
1997 |
0.54 |
0.54 |
0.74 |
0.26 |
0.78 |
1.04 |
|
1998 |
0.89 |
0.54 |
0.74 |
0.11 |
0.90 |
0.89 |
|
1999 |
0.54 |
0.54 |
0.74 |
0.32 |
0.85 |
1.14 |
|
2000 |
0.89 |
0.54 |
0.74 |
0.15 |
0.92 |
0.91 |
|
2001 |
0.89 |
0.89 |
0.80 |
0.41 |
1.01 |
1.00 |
|
2002 |
0.89 |
0.89 |
0.75 |
0.32 |
0.97 |
0.96 |
|
2003 |
0.89 |
0.89 |
0.75 |
0.29 |
0.95 |
0.94 |
|
2004 |
0.89 |
0.89 |
0.74 |
0.27 |
0.94 |
0.93 |
|
2005 |
0.89 |
0.89 |
0.74 |
0.13 |
0.89 |
0.88 |
|
2006 |
0.89 |
0.89 |
0.74 |
0.19 |
0.91 |
0.90 |
|
2007 |
0.89 |
0.89 |
0.74 |
0.17 |
0.90 |
0.90 |
|
2008 |
0.89 |
0.89 |
0.76 |
0.57 |
1.04 |
1.03 |
|
2009 |
0.89 |
0.89 |
0.74 |
0.47 |
1.00 |
1.00 |
|
2010 |
0.89 |
0.89 |
0.74 |
0.29 |
0.94 |
0.93 |
|
2011 |
0.89 |
0.89 |
0.74 |
0.21 |
0.92 |
0.91 |
|
2012 |
0.89 |
0.89 |
0.75 |
0.47 |
1.01 |
1.00 |
|
2013 |
0.89 |
0.89 |
0.74 |
0.30 |
0.95 |
0.94 |
|
2014 |
0.89 |
0.89 |
0.74 |
0.22 |
0.92 |
0.91 |
|
2015 |
0.89 |
0.89 |
0.75 |
0.24 |
0.93 |
0.92 |
|
2016 |
0.89 |
0.89 |
0.75 |
0.37 |
0.97 |
0.96 |
|
2017 |
0.89 |
0.89 |
0.74 |
0.09 |
0.88 |
0.87 |
|
2018 |
0.89 |
0.89 |
0.74 |
0.38 |
0.97 |
0.97 |
|
2019 |
0.89 |
0.89 |
0.75 |
0.25 |
0.93 |
0.92 |
lb_tableSH(freq, 4, "cm", linf=Linf, lmat=Lmat, mk_ratio=1.5,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
0.89 |
0.89 |
0.77 |
0.22 |
0.86 |
0.89 |
|
1989 |
0.89 |
0.89 |
0.84 |
0.19 |
0.86 |
0.89 |
|
1990 |
0.89 |
0.54 |
0.74 |
0.08 |
0.83 |
0.85 |
|
1991 |
0.54 |
0.54 |
0.76 |
0.19 |
0.74 |
1.02 |
|
1992 |
0.89 |
0.89 |
0.74 |
0.19 |
0.86 |
0.89 |
|
1993 |
0.89 |
0.89 |
0.74 |
0.41 |
0.95 |
0.98 |
|
1994 |
0.89 |
0.89 |
0.75 |
0.22 |
0.88 |
0.91 |
|
1995 |
0.89 |
0.89 |
0.74 |
0.15 |
0.84 |
0.87 |
|
1996 |
0.54 |
0.54 |
0.72 |
0.05 |
0.55 |
0.76 |
|
1997 |
0.54 |
0.54 |
0.74 |
0.26 |
0.73 |
1.00 |
|
1998 |
0.89 |
0.54 |
0.74 |
0.11 |
0.84 |
0.87 |
|
1999 |
0.54 |
0.54 |
0.74 |
0.32 |
0.80 |
1.09 |
|
2000 |
0.89 |
0.54 |
0.74 |
0.15 |
0.86 |
0.89 |
|
2001 |
0.89 |
0.89 |
0.80 |
0.41 |
0.94 |
0.98 |
|
2002 |
0.89 |
0.89 |
0.75 |
0.32 |
0.91 |
0.94 |
|
2003 |
0.89 |
0.89 |
0.75 |
0.29 |
0.89 |
0.92 |
|
2004 |
0.89 |
0.89 |
0.74 |
0.27 |
0.88 |
0.91 |
|
2005 |
0.89 |
0.89 |
0.74 |
0.13 |
0.84 |
0.86 |
|
2006 |
0.89 |
0.89 |
0.74 |
0.19 |
0.85 |
0.88 |
|
2007 |
0.89 |
0.89 |
0.74 |
0.17 |
0.85 |
0.88 |
|
2008 |
0.89 |
0.89 |
0.76 |
0.57 |
0.98 |
1.01 |
|
2009 |
0.89 |
0.89 |
0.74 |
0.47 |
0.94 |
0.97 |
|
2010 |
0.89 |
0.89 |
0.74 |
0.29 |
0.88 |
0.91 |
|
2011 |
0.89 |
0.89 |
0.74 |
0.21 |
0.86 |
0.89 |
|
2012 |
0.89 |
0.89 |
0.75 |
0.47 |
0.95 |
0.98 |
|
2013 |
0.89 |
0.89 |
0.74 |
0.30 |
0.89 |
0.92 |
|
2014 |
0.89 |
0.89 |
0.74 |
0.22 |
0.86 |
0.89 |
|
2015 |
0.89 |
0.89 |
0.75 |
0.24 |
0.87 |
0.90 |
|
2016 |
0.89 |
0.89 |
0.75 |
0.37 |
0.91 |
0.94 |
|
2017 |
0.89 |
0.89 |
0.74 |
0.09 |
0.82 |
0.85 |
|
2018 |
0.89 |
0.89 |
0.74 |
0.38 |
0.91 |
0.94 |
|
2019 |
0.89 |
0.89 |
0.75 |
0.25 |
0.87 |
0.90 |
lb_tableSH(freq, 4, "cm", linf=Linf*0.75, lmat=Lmat, mk_ratio=MK,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
0.89 |
0.89 |
1.02 |
0.22 |
1.14 |
0.98 |
|
1989 |
0.89 |
0.89 |
1.12 |
0.19 |
1.13 |
0.98 |
|
1990 |
0.89 |
0.54 |
0.99 |
0.08 |
1.09 |
0.94 |
|
1991 |
0.54 |
0.54 |
1.02 |
0.19 |
0.98 |
1.16 |
|
1992 |
0.89 |
0.89 |
0.99 |
0.19 |
1.13 |
0.98 |
|
1993 |
0.89 |
0.89 |
0.99 |
0.41 |
1.25 |
1.08 |
|
1994 |
0.89 |
0.89 |
1.00 |
0.22 |
1.15 |
1.00 |
|
1995 |
0.89 |
0.89 |
0.99 |
0.15 |
1.11 |
0.96 |
|
1996 |
0.54 |
0.54 |
0.96 |
0.05 |
0.73 |
0.86 |
|
1997 |
0.54 |
0.54 |
0.99 |
0.26 |
0.96 |
1.13 |
|
1998 |
0.89 |
0.54 |
0.99 |
0.11 |
1.11 |
0.96 |
|
1999 |
0.54 |
0.54 |
0.99 |
0.32 |
1.05 |
1.24 |
|
2000 |
0.89 |
0.54 |
0.99 |
0.15 |
1.13 |
0.98 |
|
2001 |
0.89 |
0.89 |
1.07 |
0.41 |
1.24 |
1.08 |
|
2002 |
0.89 |
0.89 |
1.00 |
0.32 |
1.19 |
1.03 |
|
2003 |
0.89 |
0.89 |
1.00 |
0.29 |
1.17 |
1.01 |
|
2004 |
0.89 |
0.89 |
0.99 |
0.27 |
1.15 |
1.00 |
|
2005 |
0.89 |
0.89 |
0.99 |
0.13 |
1.10 |
0.95 |
|
2006 |
0.89 |
0.89 |
0.99 |
0.19 |
1.12 |
0.97 |
|
2007 |
0.89 |
0.89 |
0.99 |
0.17 |
1.12 |
0.97 |
|
2008 |
0.89 |
0.89 |
1.01 |
0.57 |
1.28 |
1.11 |
|
2009 |
0.89 |
0.89 |
0.99 |
0.47 |
1.24 |
1.07 |
|
2010 |
0.89 |
0.89 |
0.99 |
0.29 |
1.16 |
1.01 |
|
2011 |
0.89 |
0.89 |
0.99 |
0.21 |
1.13 |
0.98 |
|
2012 |
0.89 |
0.89 |
1.00 |
0.47 |
1.25 |
1.08 |
|
2013 |
0.89 |
0.89 |
0.99 |
0.30 |
1.17 |
1.01 |
|
2014 |
0.89 |
0.89 |
0.99 |
0.22 |
1.13 |
0.98 |
|
2015 |
0.89 |
0.89 |
0.99 |
0.24 |
1.14 |
0.99 |
|
2016 |
0.89 |
0.89 |
0.99 |
0.37 |
1.19 |
1.03 |
|
2017 |
0.89 |
0.89 |
0.99 |
0.09 |
1.08 |
0.94 |
|
2018 |
0.89 |
0.89 |
0.99 |
0.38 |
1.20 |
1.04 |
|
2019 |
0.89 |
0.89 |
1.00 |
0.25 |
1.15 |
0.99 |
lb_tableSH(freq, 4, "cm", linf=Linf*1.25, lmat=Lmat, mk_ratio=MK,wal)
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
1988 |
0.89 |
0.89 |
0.61 |
0.01 |
0.68 |
0.81 |
|
1989 |
0.89 |
0.89 |
0.67 |
0.02 |
0.68 |
0.80 |
|
1990 |
0.89 |
0.54 |
0.59 |
0.00 |
0.65 |
0.77 |
|
1991 |
0.54 |
0.54 |
0.61 |
0.01 |
0.59 |
0.89 |
|
1992 |
0.89 |
0.89 |
0.59 |
0.00 |
0.68 |
0.80 |
|
1993 |
0.89 |
0.89 |
0.59 |
0.00 |
0.75 |
0.89 |
|
1994 |
0.89 |
0.89 |
0.60 |
0.00 |
0.69 |
0.82 |
|
1995 |
0.89 |
0.89 |
0.59 |
0.00 |
0.66 |
0.78 |
|
1996 |
0.54 |
0.54 |
0.58 |
0.00 |
0.44 |
0.66 |
|
1997 |
0.54 |
0.54 |
0.59 |
0.00 |
0.58 |
0.87 |
|
1998 |
0.89 |
0.54 |
0.59 |
0.00 |
0.66 |
0.79 |
|
1999 |
0.54 |
0.54 |
0.59 |
0.00 |
0.63 |
0.95 |
|
2000 |
0.89 |
0.54 |
0.59 |
0.00 |
0.68 |
0.80 |
|
2001 |
0.89 |
0.89 |
0.64 |
0.02 |
0.75 |
0.88 |
|
2002 |
0.89 |
0.89 |
0.60 |
0.00 |
0.72 |
0.85 |
|
2003 |
0.89 |
0.89 |
0.60 |
0.00 |
0.70 |
0.83 |
|
2004 |
0.89 |
0.89 |
0.59 |
0.00 |
0.69 |
0.82 |
|
2005 |
0.89 |
0.89 |
0.59 |
0.00 |
0.66 |
0.78 |
|
2006 |
0.89 |
0.89 |
0.59 |
0.00 |
0.67 |
0.80 |
|
2007 |
0.89 |
0.89 |
0.59 |
0.00 |
0.67 |
0.79 |
|
2008 |
0.89 |
0.89 |
0.61 |
0.01 |
0.77 |
0.91 |
|
2009 |
0.89 |
0.89 |
0.59 |
0.00 |
0.74 |
0.88 |
|
2010 |
0.89 |
0.89 |
0.59 |
0.00 |
0.70 |
0.82 |
|
2011 |
0.89 |
0.89 |
0.59 |
0.00 |
0.68 |
0.80 |
|
2012 |
0.89 |
0.89 |
0.60 |
0.00 |
0.75 |
0.88 |
|
2013 |
0.89 |
0.89 |
0.59 |
0.00 |
0.70 |
0.83 |
|
2014 |
0.89 |
0.89 |
0.59 |
0.00 |
0.68 |
0.80 |
|
2015 |
0.89 |
0.89 |
0.60 |
0.00 |
0.68 |
0.81 |
|
2016 |
0.89 |
0.89 |
0.60 |
0.00 |
0.72 |
0.85 |
|
2017 |
0.89 |
0.89 |
0.59 |
0.00 |
0.65 |
0.77 |
|
2018 |
0.89 |
0.89 |
0.59 |
0.00 |
0.72 |
0.85 |
|
2019 |
0.89 |
0.89 |
0.60 |
0.00 |
0.69 |
0.82 |
freq <- read.csv("Pol89afreq.csv", stringsAsFactors = FALSE)
head(freq)
## MeanLength X2010 X2011 X2012 X2013 X2014 X2015 X2016 X2017 X2018
## 1 15.5 0 0 0 0 0 0.000 0 1.130 0
## 2 16.5 0 0 0 0 0 0.000 0 0.000 0
## 3 17.5 0 0 0 0 0 0.000 0 2.542 0
## 4 18.5 0 0 0 0 0 0.000 0 3.672 0
## 5 19.5 0 0 0 0 0 4.862 0 6.215 0
## 6 20.5 0 0 0 0 0 4.862 0 12.994 0
bin_plot(freq, 4, "cm")
## A blank LB_pars object created
wal <- read.csv("Pol89awal.csv", stringsAsFactors = FALSE)
lb_tableSH(freq, 4, "cm", linf=98.2, lmat=42.3, mk_ratio=1.648352,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2010 |
0.80 |
0.80 |
0.72 |
0.03 |
0.67 |
0.87 |
|
2011 |
1.18 |
1.18 |
0.80 |
0.07 |
0.91 |
0.94 |
|
2012 |
1.18 |
1.18 |
0.80 |
0.11 |
0.95 |
0.98 |
|
2013 |
1.09 |
1.09 |
0.79 |
0.12 |
0.89 |
0.97 |
|
2014 |
0.80 |
0.99 |
0.77 |
0.10 |
0.83 |
1.08 |
|
2015 |
0.71 |
0.80 |
0.74 |
0.04 |
0.70 |
0.96 |
|
2016 |
0.80 |
0.90 |
0.71 |
0.03 |
0.71 |
0.93 |
|
2017 |
0.80 |
0.90 |
0.80 |
0.09 |
0.79 |
1.02 |
|
2018 |
0.80 |
0.99 |
0.82 |
0.11 |
0.86 |
1.12 |
lb_tableSH(freq, 4, "cm", linf=98.2, lmat=42.3, mk_ratio=0.75*1.648352,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2010 |
0.80 |
0.80 |
0.72 |
0.01 |
0.61 |
0.81 |
|
2011 |
1.18 |
1.18 |
0.80 |
0.02 |
0.83 |
0.90 |
|
2012 |
1.18 |
1.18 |
0.80 |
0.03 |
0.86 |
0.94 |
|
2013 |
1.09 |
1.09 |
0.79 |
0.01 |
0.81 |
0.92 |
|
2014 |
0.80 |
0.99 |
0.77 |
0.01 |
0.76 |
1.01 |
|
2015 |
0.71 |
0.80 |
0.74 |
0.01 |
0.64 |
0.89 |
|
2016 |
0.80 |
0.90 |
0.71 |
0.01 |
0.65 |
0.86 |
|
2017 |
0.80 |
0.90 |
0.80 |
0.03 |
0.72 |
0.95 |
|
2018 |
0.80 |
0.99 |
0.82 |
0.05 |
0.79 |
1.04 |
lb_tableSH(freq, 4, "cm", linf=98.2, lmat=42.3, mk_ratio=1.25*1.648352,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2010 |
0.80 |
0.80 |
0.72 |
0.07 |
0.73 |
0.91 |
|
2011 |
1.18 |
1.18 |
0.80 |
0.11 |
0.99 |
0.97 |
|
2012 |
1.18 |
1.18 |
0.80 |
0.22 |
1.03 |
1.01 |
|
2013 |
1.09 |
1.09 |
0.79 |
0.18 |
0.97 |
1.00 |
|
2014 |
0.80 |
0.99 |
0.77 |
0.16 |
0.91 |
1.14 |
|
2015 |
0.71 |
0.80 |
0.74 |
0.07 |
0.76 |
1.02 |
|
2016 |
0.80 |
0.90 |
0.71 |
0.04 |
0.78 |
0.97 |
|
2017 |
0.80 |
0.90 |
0.80 |
0.14 |
0.86 |
1.08 |
|
2018 |
0.80 |
0.99 |
0.82 |
0.19 |
0.94 |
1.17 |
lb_tableSH(freq, 4, "cm", linf=98.2, lmat=42.3, mk_ratio=1.5,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2010 |
0.80 |
0.80 |
0.72 |
0.02 |
0.65 |
0.85 |
|
2011 |
1.18 |
1.18 |
0.80 |
0.04 |
0.88 |
0.93 |
|
2012 |
1.18 |
1.18 |
0.80 |
0.06 |
0.91 |
0.97 |
|
2013 |
1.09 |
1.09 |
0.79 |
0.08 |
0.86 |
0.95 |
|
2014 |
0.80 |
0.99 |
0.77 |
0.05 |
0.81 |
1.06 |
|
2015 |
0.71 |
0.80 |
0.74 |
0.02 |
0.68 |
0.94 |
|
2016 |
0.80 |
0.90 |
0.71 |
0.02 |
0.69 |
0.90 |
|
2017 |
0.80 |
0.90 |
0.80 |
0.06 |
0.76 |
1.00 |
|
2018 |
0.80 |
0.99 |
0.82 |
0.07 |
0.83 |
1.09 |
lb_tableSH(freq, 4, "cm", linf=0.75*98.2, lmat=42.3, mk_ratio=1.648352,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2010 |
0.80 |
0.80 |
0.96 |
0.14 |
0.89 |
0.98 |
|
2011 |
1.18 |
1.18 |
1.06 |
0.66 |
1.21 |
1.04 |
|
2012 |
1.18 |
1.18 |
1.07 |
0.69 |
1.26 |
1.08 |
|
2013 |
1.09 |
1.09 |
1.05 |
0.52 |
1.19 |
1.07 |
|
2014 |
0.80 |
0.99 |
1.02 |
0.58 |
1.11 |
1.22 |
|
2015 |
0.71 |
0.80 |
0.98 |
0.23 |
0.93 |
1.10 |
|
2016 |
0.80 |
0.90 |
0.94 |
0.18 |
0.95 |
1.05 |
|
2017 |
0.80 |
0.90 |
1.07 |
0.33 |
1.05 |
1.16 |
|
2018 |
0.80 |
0.99 |
1.09 |
0.61 |
1.15 |
1.26 |
lb_tableSH(freq, 4, "cm", linf=1.25*98.2, lmat=42.3, mk_ratio=1.648352,wal)
## Warning: FlexTable is deprecated, please use flextable::flextable() or
## flextable::regulartable() instead.
|
|
Conservation |
Optimizing Yield |
MSY |
|||
|
Year |
Lc / Lmat |
L25% / Lmat |
Lmax 5 / Linf |
Pmega |
Lmean / Lopt |
Lmean / LF = M |
|
2010 |
0.80 |
0.80 |
0.58 |
0.00 |
0.54 |
0.78 |
|
2011 |
1.18 |
1.18 |
0.64 |
0.01 |
0.73 |
0.86 |
|
2012 |
1.18 |
1.18 |
0.64 |
0.00 |
0.76 |
0.89 |
|
2013 |
1.09 |
1.09 |
0.63 |
0.00 |
0.71 |
0.88 |
|
2014 |
0.80 |
0.99 |
0.61 |
0.00 |
0.67 |
0.97 |
|
2015 |
0.71 |
0.80 |
0.59 |
0.00 |
0.56 |
0.86 |
|
2016 |
0.80 |
0.90 |
0.57 |
0.00 |
0.57 |
0.83 |
|
2017 |
0.80 |
0.90 |
0.64 |
0.00 |
0.63 |
0.92 |
|
2018 |
0.80 |
0.99 |
0.65 |
0.00 |
0.69 |
1.00 |